{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Mutual Information Metric\n",
    "\n",
    "The `MutualInformationImageToImageMetric` class computes the mutual information between two images, i.e. the degree to which information content in one image is dependent on the other image. This example shows how `MutualInformationImageToImageMetric` can be used to map affine transformation parameters and register two images using a gradient ascent algorithm."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import cm\n",
    "from urllib.request import urlretrieve\n",
    "\n",
    "import itk\n",
    "from itkwidgets import compare, checkerboard\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Retrieve fixed and moving images for registration\n",
    "\n",
    "We aim to register two slice images, one of which has an arbitrary offset and rotation. We seek to use an affine transform to appropriately rotate and translate the moving image to register with the fixed image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "fixed_image_path = \"fixed.png\"\n",
    "moving_image_path = \"moving.png\"\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "if not os.path.exists(fixed_image_path):\n",
    "    url = \"https://data.kitware.com/api/v1/file/602c10a22fa25629b97d2896/download\"\n",
    "    urlretrieve(url, fixed_image_path)\n",
    "if not os.path.exists(moving_image_path):\n",
    "    url = \"https://data.kitware.com/api/v1/file/602c10a32fa25629b97d28a0/download\"\n",
    "    urlretrieve(url, moving_image_path)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "fixed_image = itk.imread(fixed_image_path, itk.F)\n",
    "moving_image = itk.imread(moving_image_path, itk.F)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "42a5a1343e024b4a83e48b28ea554f0b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(Viewer(annotations=False, interpolation=False, rendered_image=<itk.itkImagePython.itkImageF2; p…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "checkerboard(fixed_image, moving_image)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Prepare images for registration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "ImageType = type(fixed_image)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "fixed_normalized_image = itk.normalize_image_filter(fixed_image)\n",
    "fixed_smoothed_image = itk.discrete_gaussian_image_filter(fixed_normalized_image, variance=2.0)\n",
    "\n",
    "moving_normalized_image = itk.normalize_image_filter(moving_image)\n",
    "moving_smoothed_image = itk.discrete_gaussian_image_filter(moving_normalized_image, variance=2.0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f91fa5aef66142b6bb9419bbe11704c7",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "AppLayout(children=(HBox(children=(Label(value='Link:'), Checkbox(value=False, description='cmap'), Checkbox(v…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "compare(fixed_smoothed_image, moving_smoothed_image)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plot the `MutualInformationImageToImageMetric` surface\n",
    "\n",
    "For this relatively simple example we seek to adjust only the x- and y-offset of the moving image with a `TranslationTransform`. We can acquire `MutualInformationImageToImageMetric` values comparing the two images at many different possible offset pairs with `ExhaustiveOptimizer` and visualize this data set as a surface with `matplotlib`.\n",
    "\n",
    "The affine transform contains six parameters representing each element in an affine matrix `A` which will dictate how the moving image is sampled. We know that the moving image has been translated so we will visualize the two translation parameters, but we could set `X_INDEX` and `Y_INDEX` to visualize any pair of parameters. See [https://en.wikipedia.org/wiki/Affine_transformation#Image_transformation](https://en.wikipedia.org/wiki/Affine_transformation#Image_transformation) for more information on affine transformations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_INDEX = 4  # Translation in the X direction\n",
    "Y_INDEX = 5  # Translation in the Y direction\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Move at most 20 pixels away from the initial position\n",
    "window_size = [0] * 6\n",
    "window_size[X_INDEX] = 20  # Set lower if visualizing elements 0-3\n",
    "window_size[Y_INDEX] = 20  # Set lower if visualizing elements 0-3\n",
    "\n",
    "# Collect 50 steps of data along each axis\n",
    "n_steps = [0] * 6\n",
    "n_steps[X_INDEX] = 50\n",
    "n_steps[Y_INDEX] = 50\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "dim = fixed_image.GetImageDimension()\n",
    "\n",
    "TransformType = itk.AffineTransform[itk.D, dim]\n",
    "transform = TransformType.New()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "InterpolatorType = itk.LinearInterpolateImageFunction[ImageType, itk.D]\n",
    "interpolator = InterpolatorType.New()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "MetricType = itk.MutualInformationImageToImageMetric[ImageType, ImageType]\n",
    "metric = MetricType.New()\n",
    "\n",
    "metric.SetNumberOfSpatialSamples(100)\n",
    "metric.SetFixedImageStandardDeviation(5.0)\n",
    "metric.SetMovingImageStandardDeviation(5.0)\n",
    "\n",
    "metric.ReinitializeSeed(121212)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "ExhaustiveOptimizerType = itk.ExhaustiveOptimizer\n",
    "optimizer = ExhaustiveOptimizerType.New()\n",
    "\n",
    "# Map out [n_steps] in each direction\n",
    "optimizer.SetNumberOfSteps(n_steps)\n",
    "\n",
    "# Move [window_size / n_steps] units with every step\n",
    "scales = optimizer.GetScales()\n",
    "scales.SetSize(6)\n",
    "\n",
    "for i in range(0, 6):\n",
    "    scales.SetElement(i, (window_size[i] / n_steps[i]) if n_steps[i] != 0 else 1)\n",
    "\n",
    "optimizer.SetScales(scales)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Collect data describing the parametric surface with an observer\n",
    "surface = dict()\n",
    "\n",
    "\n",
    "def print_iteration():\n",
    "    surface[tuple(optimizer.GetCurrentPosition())] = optimizer.GetCurrentValue()\n",
    "\n",
    "\n",
    "optimizer.AddObserver(itk.IterationEvent(), print_iteration)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "RegistrationType = itk.ImageRegistrationMethod[ImageType, ImageType]\n",
    "registrar = RegistrationType.New()\n",
    "\n",
    "registrar.SetFixedImage(fixed_smoothed_image)\n",
    "registrar.SetMovingImage(moving_smoothed_image)\n",
    "registrar.SetOptimizer(optimizer)\n",
    "registrar.SetTransform(transform)\n",
    "registrar.SetInterpolator(interpolator)\n",
    "registrar.SetMetric(metric)\n",
    "\n",
    "registrar.SetFixedImageRegion(fixed_image.GetBufferedRegion())\n",
    "registrar.SetInitialTransformParameters(transform.GetParameters())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "registrar.Update()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1.0, 0.0, 0.0, 1.0, -0.4, 13.200000000000001]\n",
      "[1.0, 0.0, 0.0, 1.0, -16.0, -17.6]\n"
     ]
    }
   ],
   "source": [
    "# Check the extreme positions within the observed window\n",
    "max_position = list(optimizer.GetMaximumMetricValuePosition())\n",
    "min_position = list(optimizer.GetMinimumMetricValuePosition())\n",
    "\n",
    "max_val = optimizer.GetMaximumMetricValue()\n",
    "min_val = optimizer.GetMinimumMetricValue()\n",
    "\n",
    "print(max_position)\n",
    "print(min_position)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set up values for the plot\n",
    "x_vals = [\n",
    "    list(set([x[i] for x in surface.keys()])) for i in range(0, transform.GetNumberOfParameters())\n",
    "]\n",
    "\n",
    "for i in range(0, transform.GetNumberOfParameters()):\n",
    "    x_vals[i].sort()\n",
    "\n",
    "X, Y = np.meshgrid(x_vals[X_INDEX], x_vals[Y_INDEX])\n",
    "Z = np.array([[surface[(1, 0, 0, 1, x0, x1)] for x1 in x_vals[X_INDEX]] for x0 in x_vals[Y_INDEX]])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2a56ed10d90>]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the surface as a 2D heat map\n",
    "fig = plt.figure()\n",
    "\n",
    "# Invert the y-axis to represent the image coordinate system\n",
    "plt.gca().invert_yaxis()\n",
    "ax = plt.gca()\n",
    "\n",
    "surf = ax.scatter(X, Y, c=Z, cmap=cm.coolwarm)\n",
    "\n",
    "# Mark extremes on the plot\n",
    "ax.plot(max_position[X_INDEX], max_position[Y_INDEX], \"k^\")\n",
    "ax.plot(min_position[X_INDEX], min_position[Y_INDEX], \"kv\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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br3DmzBmuXLnCYDDAnnu7dgKDN19be7yFawDk58+uPd2rH5PfHEYCkve3eZl3nywkIoyPj3Ps2DGeffZZXnjhBQ4cOFBHCy+//DIffPABc3Nza2jgnU5nTSTwO7/zOzz66KOcPHmSX/iFX9joe1IR+R9F5EMR+ZaIHB/53f8xvP6eiHz/yOv/TERuiMhb6441IyL/XkQ+CP+dZgv7TEQCW9X+d7KArbWcPXuWpaUlXnjhhRrYuhPuv3OOy5cvs7y8zHd913fdMQmk4idkWVbX76empu46mFSWJVHRg+bWOykAc1dxcYq01+IbMujiihw2yOOrcFpdbPP0gyfpNKZYXFzkg9Ovsf+DM/QfPMXczZvod96k/ZU/4j/U70JnGYDi8uU1UYm7cYV8bmn4BXlvW6durb3n/IeqHFkUBY1Gg2PHjrG8vMzCwkKdKpVlyTe/+c06WjDG8Jf+0l/i3//7f8+RI0c4deoUP/zDP8wTTzwxeuifAhadcydF5OvA3wd+VESeAL4OPAkcAv6DiDzinDPA/wD8Y+D/vu40/xbwH51zvyAifyv8/Dc3u65P1QlsV/Zru5jAYDDg9OnTzMzM8MILL6xxJrfrBKqUotlssnfv3jt2ABWZ6KGHHmJ8fLyWAT937hxRFDEzMwNwV0qErrsIZbZtJyBzF3ET02udgDWQ9bD9Lmok1Ke3Aq0JMCXoCEyB5Bnje8cZHx/HDBYw7aaPEq5ewb3/DudfeYWpsTGOrCySdJcRoLhxE1YXYGIP5dIiZuEGxdIQGJSsvyHguN7uJ214tIOw0oOAIVP0D/7gD3j11Vd57733+P7v/35OnjzJgw8+CMDXv/51vvGNb6x3An8C+Lnw7/8n8I/FP7x/AvgN51wGnBeRD4EXgT9wzv3n0Yhh3bG+J/z7V4Df5bPqBHZS+9da1zjBrezmzZu8//77PPbYY3WNeNSUUlseY71VhKJHH32UOI65ePHijj6/3i5evMilS5d47rnnSNO07rWvzjfLMhYWFrhy5Qr9fp9er1c/ZNsu1Y2YXV0ENnaeG6UbsjqP63XWvrh4FfodzwPYEwRVyhxZvo5rTcDF9+D4k4gpkSKrF6y7egHKgiiKOJQqFp3lgS99ifnXXqVYXYaVed799iuMzy/SWVxkbHyG3pm3iVaWKVdHzuFTTAc2+66NorY4jvnyl7/M1772Nb7yla/w5//8n+c3f/M3eeCBB+r3HDlyhG9961vrP3oYuAjgnCtFZBnYE17/5sj7LoXXNrP9zrmr4d/XgC1pq5+KE9gp9VdrvWY+3fpjffjhh6ysrKwJ/9fbTiKB0Xbiqp9gdXX1tvN0Y0xdiqrIRBtFNmmacvDgQaIoYnV1lb17964p1U1PTTI9s2fbqYPrLgPrHJ+1MDJkdc37e6u4/uqa12SwCp15yHM4FnavQQfpreAAuXYOd/xJXxnIh38jN3/VfwYw169iB33iOKa1tMBYHAGWRz98hQuLy9z8V7/Omef/KK3/9L9weM8A0+mR37xOsnf/mmNuZvc7Etgs9aiqAwcOHLht6vjdMOecE5EtH9r76gRul/p7qwVchf979uzh+eef39SZbNcJVCFds9lc009wuyy+qpqgtebJJ5/ckTjp+LgPrY8ePYoxhpX5G8wHUs92WontygrS8GU6qt9nXWiOhPVlCd1FsKVfcN21kYBkfWR5DqNDbm4MDLq43gqut4oEgM/mA9zqPLYsIMsw8zdRWsA5ipf+I+QZAPnFC7hpg+muYq7dJF9Yon3jJgd+/9usvnKa/EuzlP0el//F/43sv/wRHu4sY4uCeISSXGYZkVYQxdiiQMXxfXcCm0Vm3W63ThEOHz68JoK8dOkShw9/YjO/DDwAXBKRCJgE5kder+xIeG0zuy4iB51zV0XkIHBjq+u5b07gTjT/N9o5q/D/8ccfr2/4ZrYdJ1CNEnvwwQc/oSW43YGkozY3N8d7773HE088wXvvvbftz4kIxqz9LgHSOOLkyZPAJ1uJ2+12nTrUJayFmzDTBFNAFLCMrFc7ATXowHKJvP1NaLVxpYHO4tqTKfq4PIMywy3P45Zvom0OKwtw7k3s6ioC2G4H5a7A8gLmf/41bGcZabZo37iAWVzAmQKzskR+5TKuMY7LSwbzXQBW3/0YF92kd/Ya5QMpGEP7yiWmpydwlwa8+eab2G6Hqf0HmJmdJXn/NGNPPAUTs2S//ks0/+xfu+9OYCuyUJUCnDp1ig8++IDz589z+PBhfuM3foNf+7VfW/+R3wJ+AvgD4L8G/lPYxX8L+DUR+W/xwODDwEtbnF51rF8I//3GVtdzz53A7Yz8Wm+jC9haywcffFDLdG0XqNvMCTg3nCS82SixnaQT58+fZ25urk5Rdlr2y+za6zJljqvuQTYgTRtrWom73W5dzy6KgsnJSQ4vL6KSHGPKESfQr88xWZlD9Dgs3cSVOc4YuHIWlw9AR4iOoMg8+JcVuNO/ByaDQ8eQfg839yYSwnXX62LLArd0g/LieX+ucczktY+gLFHOkZ15lfz6DdxBzYX//D7xRAoC+dwKqtknX+hTdvso7cjmFtjTXSIqMr787LN03nyNviuZm5sj+eZ/Zg4HB04wu3gDUxafCUygslGyUBRF/ON//I/5/u//fowx/ORP/iRPPvkkP/uzP8sLL7zAD//wDwP8MvD/CMDfAr4igHPujIj8S+BtoAT+UqgMICK/jgcAZ0XkEvDfOOd+Gb/4/6WI/BTwMfAjW13PPXUC25H92o5VkUC/3+f06dPs3bu3lunart3KCRhjOHPmDCKyafPPdiOBsizrdGK0P2G9E9js3EWEzPmHqErhXVlgbYiGbl6GIw+teX8lTValDsvLy7juKjLb5J23TtPcc4CZiXEmVudgnx89lnQXIbGQDXClxZUF2Ay3cBVpjuOabaTMPXWgKODGRU/h3X8Y11mGpUUfogC2P0CZEq585FMPY3F5jpSrWGNBQfH6tygXFlh6L6d7fZmxdAoErLEoW4IWyn6G0pCtDLDXL7D6wTkaxT+jf7XP+Ff+MHu/9ALzv9kh7XbopAkmG/Dtb32TAkWapmittyWqcie2Ve/AesbgD/7gD/KDP/iDa97z9/7e36v/7ZwbAF/b6FjOuZ8Hfn6D13/sFu+fB7666QWss3vmBCrw76WXXuLFF1+8oz+K1rom6jzxxBNMT2/Jf/iEbeQEut0up0+f5oEHHtiy+Wc7kcDq6ipvvvnmhqPJdhIJiAhWUqy1DEpFM4ayyOvPu7mra5zAetNaMzU1RbffBwcPnzjGXDdn6cKHtAbXeL8XY0Sxr78CDQ3GYIu+z68duDd/DzU1izt00kcCOFxZIL1ViCLE5JhBzwN/IRKzWYY4g732MaIEZy3OlKi8hzMeALZXL1GsdFixg+Ao/PVI5J+NZCLGFQWihbJfwvx1uh9dQZUZnTcu0TxxHID8yjXk/FkOfPcP0LGO57/0Jd788BzAGlGVmZkZpqen77q4x1ZO4POkKgT3wAmsr/1X6j+3a9Zazp8/T6/X44/8kT9y23/Q9U7g2rVrnDt3jqeeeoqJia3r6FtFAls1E23lBPLSYyWxDvdKR+QGSisUxlEWZugElj+J9XR6GWOtIVhVrC7i8hxwRAJ76aP2TKCv3+T44QN8dOkKrrtC3xmapoTS4YzF4VBXPkatBJDPZGAdrixxgLIWm2ceIHQOnL+nrixwWmBpDlEaZyymn2GVQmMRJdh+F5vl5JQ+AigMOFCxv2YVC9Y6lBasMWQXP6Z3fZHmTIvBzRXKOX/dtj+gvH4dZ0qcLRFjUCIcOnSIRqNRi6osLCxw+fLlNaIqd4OUtRUmUOkifl7srjqB25H92syqIR179uxhbGzsjjx6xTqspL8HgwGnTp1agzpvZreKBKy1vP/++/T7/U2Pt5UTKK2QF46pdrhvoilKsA6yMjhT8AuzswyDHjRa9ec73dw7gVAJsItzfqGCz+nnLuMaLTAlTTPgoaRPlPfQ421wfpET9BZMv0fUasLSdVwcAw6sRYwBBDorgY7sfCifZ6hIe5+QDbA4TFFCaSFK/CkhUBpsYYgaEYIg4kCBWP+cSOSp4korTG648I3fQ0fQvbJA3hlgFhf8PS8KzPIydmkBihJrClicX5N6VaIqJ06cqEVVKlKW1npNZWWnWMJ2MIGddpV+mnbXnIBzjizLdiz7dSu7fv06H374IU8++STj4+PMzc3d0fEqstDLL7/Mvn37eOyxx3aMKaxfxFmW8cYbbzA7O8ujjz66ZZ6/mRMwBno5TLWr90NhwLkS4yIkLO5yZRGd9XHXzyFHnwQR8tJSWOPD1O4iTMxilhY9288BvRVkeR7proLLcAuXSAYdbKeDtMIXloVvIDIGrD9XGfRAtbwnqnZ9U8LqEljrd0QE9a1voJIYm5eYQYY1hriR4KzDdTr+HJRfPM467xAEVKSJkohy4Hn3KhZEK5zz571ybpXJk2N0ri3hCoNZXqTs+1Ll4NpN7OIczpYw6BFdvxwalTqoWEPSxJUlEkaG1aQsU5Ibu0ZToNFo1KnDdjQrtpMOfCGdQLXwN7qBOxGWqHbqfr/Piy++SBzHOOfumEa7uLhY9xPcDqawfhFXJJ5HH310W+3JWzoBC4NC6veKCKV1qCyjTGISHM5BsbqMtiVy/SPYfxwaY6z2CgRHnpe0bl7ATcz6nnwTduvF6740uDyPayTQ76HKjHLQR4oBpfM7fdVs5KwFY7xTaDSBygk4wOH6PWxZ+sVtLXZxDhXHmN6A3o1FkvEmKiz0qBhUN8BXHwBrHKIgakSYzNROQGKpcEZUrEinYrKFgn4+QKWK7OOLXP/5nwWgXO1ilhdxxsHyIsn1y7jlRWyeo1qxdwI3ryAHj6690WVGkrbZv38/+/fvxzm3oahK5RQ24gNsVYn4vHUR3tV0YCPwbbtDP8B70NOnT3PgwIE1O/WdRBXOOT788EMWFxfr3vA7sUpL8MqVK5uqE6+3jZyAGZL3MA5K46jgdvHRMzrrketxfCLkYNBFjEGWF7DdZWzchkvvI3sOkxclrYWr2LELlKvLRNZiyxJZuuFLg4Muoiwq64I12Dz3i7PwqYAwpBNnN+eJZqZQ2QDT6/nvrq6lyMFYxAHOYpeXvDMoS1xh/MkHrEArQWKNKQ0ukBedsahIESWaMhkupsZkglMBKHRCc1+T1Y+7SCToSKDfwV71pCNrDObKx/6Dgw7x4k3M5YtEMzNIluHsXtz8VdyBBxBTgI7DTc0hHS7QW4mqLCws3FJUZatNbStG4WfN7vmZVuW9rZxABdQ9+eSTTE5O3pXvzvOcN954g6mpKZ5//nleemkrnsXm5pzjzTffRCnFqVOndgQwrXcCeWFY6mTsnWoGMFUogwMVEZSzFEZQeUaZgBNBlTnaDDy7L+vjOot0F7s0rn1ANn2AsjRI1kW/9Z+Jrl3HFTl2ZQWIkDLH9HroNCHqr2CUxhWGYmXZexvrQKq+fMFmuc/h8xzTG0DI6x0ugILW04Yd0O9jrMEVpQ8WSkNpDEprJNJEccRgsYcpDFEa4RzoRKNijUTK+z2BqKGJ0hhrDaUpESXEY5EHGTODipTP/wGlNfl7bxEpheuskJ+7hKzOYTE46eGiMViZB1Miv/evcd/1w5A0oci3/DtVoiqVSOv6TsE8z1laWlorqjLyjHze7J6zK6Io+sTIrVEzxvD2229z9epVTp06ddccQNXvffz4cR5++OHbYvyNWq/Xo9frMT09zVNPPbVjhLlyAsb6cPFbr7zBxcs3eemlV3jv/Q/pdLpI4AFYC818kaxwqLxPXhqwlri/QqtzA7EGN+hBfwX10Rl01kFnXYqihEEfPVghLjq4gJpLZwUxJbY02KLw5b4s82F/P6s1BKQOREJbr7PYoqiDACfgrANs+IjzTsEazwtwDhUpRCnyVb9ja61x1mKNo3ujw8FnD6MiIZ1oIOLvS9KKiBsxooUojYiSCFH+HKJmhIrCvVZhyIyAKCGf992GtreCW1ohO/MG7g/+LXLjIvamr35QDJB+EDFxDsqdNZFVnYInT57khRde4JlnnkEpxbVr13jllVd44403uHjxIp1Op36+1qfF90hP4AfCax+GluHq9a+KyKsi8rqI/J6InNzqGu9qJLBRiLSZIEhVpz906NBdU+lxzo8Sv3bt2ppw/U6OXVGUG43Gmo6wnVjlBM5eWubmxbc4cuRxXDLOVOMQ/e4qc92cKFK89vrrJOkY06ZkxU6TmC7OlETFKml3ATEFYq0n76wsonrLKJuh8j5F2oJ84BdWM6GII5w1CBYnUC6vEDUbmPl5LPjdH+dzdfFL2p9suJfG4gaZ90pavDNwzpcMq5DY+dJilc3rOEK0z/8dDpTC5AWmtOjYL2YVK9qzbX+MSBG3EpwAxqIbMeR4gNBYomaEs46olYL1i1+hfMmxs0K/EDj/sT+PxRtYKTDLizC5iOt2/OIvc9/63GgBm8vGb/WcxHFMFEX1oNEKT/joo49YWVnhl37plzDGcOnSJY4cOXJP9ATCZ34J+D58Z+HLIvJbzrm3gX8C/Ann3Dsi8r8D/g7w5za7pvuWDqy3qq6+k/B/qz9SURS89dZbpGnKiy++eMc00kqfcHFxkVOnTvHKK6/c0fEuXbrEheUpvvf557l0bYWsgL4GohZj4wnZYMBDDz3MpasLNPvzLJmC2PYY735EbFfReRfxKxGsQXor6LyLcr4q0Lj0btD5E8Qa0umxUIfXmMzvzCbP0ZJis2EEQFXR8Vvs8PpLX6MUrQEbUn2fNowqEDnrEC2gFBJpEOXf58SXKwuDyY1H7YHmdAsdR5iyJGk3GBQGnUbYXk6URtjSh/7GWHQakXczGnsmcPjKgihBlMIMcno3M0g9UYjeKi5NcN2uJzkNOj78Lwror0Axza2CX+dCRKM3WBLWgPLnvl44dVSj0IaKyV/7a3+Nn/7pn2Z6epq/8lf+yr3QEwD40Dl3DkBEfiO8923/cFARXyaBKxte8IjdcycQRdEaJ2CMqfntOxHprHbSWzmBqvlnI7be7VhRFPV0oueffwGlbj+SKMuShYUFJicnaUweRdwKygworKHT9+F14SASH1I3mxO0F08TmT6RK5jtXUQwaFMMF591SNYnKjNwlubl95EyB0oPglWaexW4CrjS4PoDsuVVorEmhLC17jKsUgEJO33gAqg4whb+NYd/r3+r1FUD0RqlFVEj9mxB5wKO4ElB7T1j5B3ft5BOpIgWJGoixiIrPdJ2g/6gQMURShf1eTul0JGmMZGilAvpCCjt0wJbGoqlVRrTbSItmNJ4EDTPvIJRnnkMpd+FYjD0AZUYCiM/38qsXeMENqOWP/nkkxw6dIjf+Z3fwTl3L/UELq57/Q+Ff/808O9EpA+sAF+59YWF897qDTuxrdKBTqfDSy+9xPj4OF/60pd2hKBullZcunSJM2fO8Mwzz9wVB7C6usrLL7/MkSNHeOSRRyi2EDWqKiIbnd+HV3Nefvllms0mDzxwjJU+rCx2iV1BZPv0Cg+2OZcj4stvWW6JbMnBlXeIbEFkc3TWQdmyLrOBg6JATI6Ygri7gMr7iLP178vuoIr4/cK0Pscve33KXhYAueHfzO/yIewXT/3FUS8WH77rtX/n4Biq15VW/nM2JBcCRIqJB2aQSNe4AfjUIYpj4mZC1IgREXSiQava2WmxRA1N3EoRXT2uQtyKEYS43aBY7dOYamMrZmNReB3DIveqRdb6EmmR+fQAvEMYMWfLW2NGdu0mtt2+gXvZv7CJ/e+BH3TOHQH+OfDfbvWBew4Maq0py5IrV65w+vRpnnzySY4ePbrjG7SREzDG8Oabb7KwsMCpU6fuCl/7ypUrvPnmmzzzzDO1IMSg2BxQzEv/+7Is15RIr15f4PxN4YknnmB8fJx+CVo5Br0BkclIGCDYmj0nYjGDvi+/YRkfzKFMjjhDVGQ+rHV2uAOXud+trUWKHD3oDit5zmHywpOAnKvTeWcsLi8Cku9wpaknMzls7QSqr0BAoggRUOIjC7+4w04NiHOoKPL/1hpXeFKQA1BCPObD/6SdkIw10UlMPDkGZY5KItKpFlEjBgmOIY3rFMMWhmQsIUojvxs7h44UUbuJcY723jHy7oB0uo2OtaciG+vVkEzpFZGcQ4o+Muj4cimEnghwwRk4UzJaBl1jO3QCoxyBHeoJsE09gQ1fF5G9wJecc1Wo8T8C33XLkw12z52AiHDhwgVu3rzJiy++uC2e/ka2noPQ7XZ56aWXmJqa4umnn77juqy1lrfffpsbN27w4osvrnEo2QigvNFuUYYQ1YWc0FrLB2cv8OHFRbSOmZiYRESY66QoDaUxJHZAQoHPMpzn1wO6HBDZHHEW5QrEGRQWhcVlHqSrHKjLcu8UnEVs6ev3VEi/D8fNIK+pxIRowNOEfWpRdvteR8A5xIIT5UE6J8MMIfI1didhkVvnsYmQSvjF76sCokPzkHWIAxFF3GrgnEMnGp3GNKbHiNst7zySGJ1EIcUQzx9opThrfcivVKg4CLY0iNaIVv5zkSYZb4CDdKLlzyFRfvbB8gLOGugs+b/ZoAsLV31kALXICaEPw5lyDc6x9uFY6wR2QhQa1RPI85zf+I3fqNqHR63SAIARPYHw+tdD9eAEQz2Bl4GHReSEiCR48PC3gEVgcgQ8/D7gnVuebLB7Wh3odDp8/PHHTE5O8swzz9xxJ2EVCVy7do2zZ8/y1FNP7bikuBGuMBgMeOONN9i3b9+GVYqsHJZ+Nvq8MY6sBOsEVxa8/fbbFHqKvYdOcmO5ZH5VMXAtbnY9+64sQbmMOC5QyiGAcgYllshmpCpHCIuoykcF3KCHhAUpIv4hd35BOkudh9cmYDo9mBzHFqUP940dgn8OykGGhLwbwRORBKxUOIHglEaiCrCT4WJRCkQNQUGtcIXBGour0hIlRM0UygIV6eAoNCrxj14UK4qBePAxOBLdaqOSBOIEXeYhzRBfPWimPiqJNenMGEqEZCwlHm+R5zlR099j11v196/fxZUGtbqIUxpVZBhAysy3ZveWgKOhz+IWTsANncBOB4/cQz2BnwH+Z0AD/8w5dya8/ueB3xQRi3cKP3nLk63Ocas33K5dvnyZjz/+mGPHjtV6AndildjoO++8s4ZSvBPbiL1YiYneSqAUoAhOoPr8+p2gNI7uAHqdnJtXP2TP7D4y2cvSQGjonIsLCX07QekUSIGxlthlaAq/09rAnRdHZHNSyf1OrgTlSoxoUBo3GGAbrbCIjW/ZDecgOJx4fMFWYJ34bryld8/T2Dc1LO0FdN0WhmRqjGwh6AVGMWVeEiV6GAmIYIscHUUQUgjfaETI0QUdRFMEwdqALThAewk5ncaYIvf1fvH9ASr87UTwjiGKEKX9uTXaNE8co3f2I+IJT/ARrVGtBun+Wcr5eVQco5R3NK3ZcXTij+d7FvxxdauJy33Ls+v3kLSLGH8NUmReaq3w0VUdCVRRU2WmoK6ZsnU6sFEH4T3SE/h3wL/b4PV/DfzrW57gBnbX04GyLDl9+jTz8/N1WH27I8RGzVrLO++8Q6PR4LnnntuxA4C18wsqMdEPPviA559//pYOAPzmWYae+I3SAWMdc0sdLl9f4vDBwyTtfRib0c2ERJfkucEQ0dYDDjVXUYA4i+CwzhK7nNh6UE+ZAu18D39VDQTBRgluMABbDLnGUg1oCRUApYagXniY42ZC99IN7CD3yH54XWmNLUuUjrCFn/enYg3WBMdSswZw/d7wO6uFosQvWq1wkfa/VwppNmvwUo2E7uBxAxGp04b6PUrhRCNVWqA1jb0znkQ0NY7gvAMpjT9GpL1TCOfUnBkLZwySJmAtqpGi0gR6nsTjihwZdMGUuDL33IHM/0zR941IzmG7Pn1wVQpQZD4dqv7WOxQU+TzYXXUCvV6Pl156iZmZmTpPX18ivB2bm5vj5s2bHDx4kBMnTtx2VFHt5GVZ8sYbb9Dr9Th16tSWY6Wcg7z8JC4xyD2gtri0zPXrc7QnplFxSi+3iDNkRUEklgYdcI6HJm/QiAoUnnbrwUAhMgPGyhXEWrQtSAmRQNW5Zw1OeWRd/IUAo+S+kK4ENp0TFcBG36xjstKDjSJ1BUAiBcZ6RN1YbKMNUezr/K4qA3pnYkPKQOVkbEgplCA6RulwbkpBlNZlPAkLXMURIMEZ4MN+Geb7KIVqjxG1G95JaI1avEz7yD7GD0x5RxIFroMp0Y04cBf86UTjfueVKJyLKdFJ4s+nqgZY5+8pjtWbV33lIOuBs7jOgtcmAKSziLMGE4BD8oEvuQb7TnQCdzUdaDQaPPPMM2tuQlUduB0bJescPnyYVqu19Yc2MaUUnU6H999/n6NHj26E0t7S8uKTkcCFG3368x8irQMcPnKM1U6XfmbpF6AdTMQZSlmadJiJ+kCLhi4QKVDVggYSm9EwPfpMomxJZHLqQN9axBRYlSJxggJMFAP9enZgFaJTldAsVBC/zQPXPlY15C/id2CHVwTy90YjYtBp4iMD8aQcpyJwRb2gawekvaNRjQhrSr/QlYCOai1EpRVK+UUtAjISEaAEGRv39OAoId63l/j6TX/sSENRkDQVcTMhbjVQjSbNEycg66CThDJKIOsiWnmWYbhGFSlKY4bnqjRiguMO1Q21dJ25hRtERcmkhmLhOrSnvPMbLHuBlKXrsP8EUgxwehglbgcY3Ldv37afq8+C3dVIQGv9CS94O3MEwTf/fPvb38Zay/PPP0+SJHfcTpznOW+//TZPPvnkjhyAc5CZtZHAzcUezpa0JveTNCexYdfMch/ii0ArytDO0pAB03YerPV1b4IqT5CEj02P2OVoDMqWaBtq+Er50NaUYMuw+8lwVHdZ+F23EajRqkoDqqxA6l3Z5qWv0ytF1EzJFleHtfg0xmaZrwwUpacBh92dOArEHA/+OQCthxFJlf8zEolUkUDsG4hU2DkliiCJQyQgRJVUetIgEudD+eo4AWhUWpHum0G1x4inJsBaokbi+QjOIaKQJK3TiDUDVYPzAepyJaIY682zd2qCsUaCA0xvlTLPuHjhPKbXhcvv4LIgsW7NGoxgO8Dg56mNGO5TA9FOncDS0hIvv/wyR48e5ZFHHvHg0m06E/ARxfvvv0+v1+OJJ57YcZnSOUdRDiOB6zfmuXzTPySSTDIofCMeODIjXlhTIIkMkZTEGJQ1xCZDiSMWv9MrBxGGxGYIjiRfRdkCbUogLLpqlzd2yP4LO74rS19Ki2MfylevOVtHGVXkUvZ8T4GkCapR7fZ+walI+7ZiZ33kENqKbRmqCSOLXAEkqQ82VNAIqIDIOEKJ1z1ACSqOR7oEBYlTVBT76MVaVKOBKCFqJpD5DkcI5U1ANVJECa2900ij4Rc7oJIYWZn3uIJQNxjVTlJU/bOrKiEjeEm0cA2yHqrIcdbRiASthH3NyFcCVm6SZZkfT95dXbP57KYDW9hOG4jW22jzz3PPPbcm/N/OKLKNrBr+OTk5yd69e3fc/VetgdL467t06RILKwMm9j4IWEpjMTbyTgKHdXiRDgexGLQrURJ6611JCUQUntknoG2BNjkuitmz8IHX+AvtstXuKy4o9461AYcLFFZptXD9PujIl9TyzC/KKv2qGT/+3upII0kyxLol1N/zApVluKRyOg4iTdnpkjTTYXdc2H19GqJr7gGoQB3254rytX6dxDhT1t8nrvThefgbqDSBLEPrGCkzdNWkZEuisRbR+BiCI2o1sGWBSFoTkiTSqFbLg6VRDK70zlHEtyiLj5hEKV/iDBhEXVrVUUizNGJ8e3HD5ogStDM0kpiJpEF37ganX3mFNE2ZmZmh3+9vusg/byKjcB8ige0OEx0F61588cVP5P+3M1B0eXm5jihudzz5op+PQWEsi8vL9Ho9Tj76JFVGb0O5LA9OQCkhVv56tXJElCgcThTK5D4l8EV9cNByK2iTo/IBTimsinBmxNlJoNCaEp2ka4BBoiiEzRGuAt2srXfSUaesWy1UHCFBqcmBJ+lUx1KenafHwn0Xv8sPeYH+e0UJrtfzCzF83zBC0UTNBiXKg3XRSHgu1GmFKAEVocR6hmCr6VH/UCrFGNK9e4gmJ31WFKlhN2Cz7aMMrYn2zHinEEc4HQ2xBx0clPZVC0niAGQOqyquzEN04Dxm4KynEleaDsBkbJmdma5HsCulWFpa4v333+ftt9/m2rVr5PlafYL16cBWbcRZlnEX24hFRH5eRN4XkXdE5K984gs3sLvOE1gPnm0Hya+kuo8fP86hQ4c2fM9O04FLly5x8eLFNRHF7TiSxa5gjGV1pYNqHeLgkVlM0OArjaCVF9fICogj0PhQXkQhYtHOS385pVDOE1Jq0E+EiWIRVWahIihhIYzeMzfczevI2h9BlGfHSaRR+PxWGo2wJqUOw9EK3Wx4bf9Y43I7zKFDaqG1wpUFyfQktp+BaB8RGK/3Z7IM0VUt39aIv3c6gHOoEK4nkxPE4w3fc1BFJUr7ndmfJRJHSKcLSYROIlwyjhYPDGIKlG6gx9qYbqemSDsHemzcX2OjTzI9RX75CipJKIsIpXzjkYpiXJyglPJ3UmuI1PBZFH+fZWUB2570/zalLxeG6AvA9btUA12bzSaHDx9mZWWFQ4cOISIsLCzw1ltvYa31Eu/dLp1Op44EttNG/Mu//Mtw99qI/xyeTvyYc86KyLYQyk9dA6kiFa2vKqy37TqBiv5rjPnEMJHNpxCt5YhUtrCSI3ZA2mxTErHcVzRxKHEURqOVf8iN9Q93ImUg7CRom/uF7yxOxUgIpakqAyJo6/UBxJY+NLUWJ4GH788McCRiamcg4VVBIG2ExeWLAioN5c7Q0CNaiFpND8plBaIjrNY4rQODb3h/nLGoJEEl0dCRB10Al+XQ8OQf0Z5PINVUIz2MJnAwtnfSL/IogsL/LmokPnIJC82GVEIijSiwUYptjBHN7MEuzXsuRZKEhevqnF61WzRmx5FygG7479fNJgWFBxZLg8SR98iivdOJkjVlPpSAMchg2T8f1npHLJ785ET76UumrMHb0ecriiLa7XatPlSWJUtLS/yLf/Ev+Na3vsVf/It/kR/+4R/mueee27KN+Bvf+Ab4EeJw523E/1vgx12gazrntpxDCPchHbiVGWN46623mJub+wRXfyPbzi7e7/frLsVnnnnmE/n/ZsdY7lfhvf/ZOce58x+zuNwhSZsgGisJufFiPFoshRNKIzgEhd/JIwoSyWm5DqntI670jkApxBlKW91yX5/HGr+gjEFVO/7oeYddtqLoAj6nTRIfYo+P+3RARx4riCPP9osC8UZpolYDFUf+uEqwWemnC2ldI/JUub7WHl9ACI0NNZBXlf4k0iHlCMQr0fU982xEPFVYDSMNn8dHdV6utU99PD7gHd3Ygw/QnJ3w0YcSn7roAOi1J9CtNkkrDWCmT21Uq+XfpzQqKCf7exIP72PaqK8lnIxXG3KEBi1LlHd923LeW3OvUWufoY2AwSiKmJ2d5ed+7ud48MEH+aVf+iUmJye5fv36J9qIL19eO080/Fy3EQPLDNuI17cLH97kdYCH8FHEKyLy2yLyMNuwu+4EbhX+j6YIFaloYmKCZ555ZlvNP1tFAvPz87z66qs8+uijHDt2bMPz2MwJLHT8+3tF1Z34FkurXZrjMzgEY23NpOvmDq0cON/aA+IprOJDfS0W5SyRK9BC3asu1qB9X69vFrKFx+6CgyDUt12U1A9hRQG2UVxnCeIcanLKn0+chLw3QdJ0DQAmka4bciSOfHQAYZKvZ95VuynO+UlByufs0cRYjbqrZsOH2SGHVhWhyHjnpmLfY0AZwmmcD/GVGmICcRyYfgEXEEE3WyGPl9BWrDFlSZkG0pDSSNry191uoVpjvnfB/zFBKdK9ezwWQYk0W9BqoVotXzYddQKVhe+muxoARRd2/GE/hZNK9tzi9Fpm6nbkxh999FF+6qd+6tMQG02BgXPuBeCfAv9sOx+6L5HA6OK7fv06r732Gk888cSOWopvBTA65zh37hxnz57dUk58MyfQL4R+DsurOa+88grNsSkeffgxikKo+m5KG2Otogjjs7RYLL52HimLD9B9qO+7AC1Gx9jwICksUuYo67EBbQvEWFxcDQ0BEKyOKav7ogIAp0MO7i/aL3oV6uBK+xJh7NFwiSvyTIRoRdRqBDZdVAN+qkoHRujXUpXaRNUsPQDdbte8/koyzJ+H5yaM/gVFPEFIaQ/+Ve9VSYxOkzpCwVkkbYTBp2rY12FK4vGJ6g9GUQl/RHEtXFLdF5T23AFAa/HXWJUS09R/PyDiYHxy+DkcFOUa5qU4r1vkKkygyGoOw6htRRYa5RFsp404/HzHbcTVVwD/r/Dvfw08c8sTHbH74gSiKKIoCt59910uXbp0W4KiGyH7ZVny+uuvk2VZPf13M9vMCVgLl292ee/DCzz88MPM7HsAi1DYan06jIsoXERZ43oOrQTnhFgblAQHULfzWqyKMeFhdDhS08OKX9ja+FZhq+OA+oduwSjGNsZrwo+/ASM7UsAAfA7uQiks5LEidesvUex36kbDU3aD03ClQbWaSBzotyHPj6f930RCJFHtpBInHtGvqgAyTGk8Aj+yM0pIRarfVbuh1nVpjwDYqcmZQDAK7b+DgS/Rtcfrz8QV0q4Ug+7qMKwPFQBJK+5A4lOIJPXXFaehJyGkEyEacFr7nytGoUigWVvvBCquQeiCtPFaJ7DZzIH1fSXbaSMOP/9E+PFO2ogB/t/A94Z/fzfw/oYnus7uWzrw2muvkSQJX/7yl29rnNj6dKBSKTpw4ACPP/74pt7ZVDv3JiXCpeVVLly6yv5DJ5iZmaGbKbKi5sFQLW3jlA/pASUOrf0DFJPTkFAuEhAsRvnFaAnSVBKjbFlHBuK8irDTYaqAhAUhirLRxjj8zgShiSUsQoavORUNKbIj1QCPkvuFp5updwIVWBhpomaCavgwP56ZRKKYaMwvOKd9V5+qd/Gkru1XC6cy0RpXOZ+AK6hm6q8rimvnJdV56WiINZRZYPHhP1s5mcAARIJmIUKcaFppVC9OF5qR1jiqQFgiVDHQEZKmHg+JYojjEFE5f+90hBONjcP36QgXBfZhtaCjtRuLVOnELWz096NtxI8//jg/8iM/UrcR/9Zv+XX7Uz/1UwB7AvD3fwD+FkBoDa7aiH+H0EYccIOqjfgd4F9WbcT4seT/axF5E/g/4aXGtrR7nrTMz8+ztLTEY489tuXk381sdAFXMwpuNfxzvS13YWZi40igqias9k9w6MDDeKVsxyCHvKif7TplNE6RSODjiwMUqcpJtRcIkdCWLgKZ88QcE26zVRpKiGzFA3Aoaygr+S5RAVcAq2NclKCM1+VzaiQMrmxsgjpFCHXyqvQH+PTAWaKk4XdHpUBBPDXlK2Gx/17VaIALDT6m9D0BaTJE/UUgSZBKqXfU4SrlF5w1yPQMbmWZKIm8BHkcI4WAIaQTCpptpN8J5239eYt3BKIknFdc79SidF0pEa08aysBHcqRNTtQKT9oJW0EeTIDzTFotD3zMko9fhL6B0ibPg1TESZO0c5A3PDqzGW/vjxJtzdcBnwksD4a2KqNuNFo4Jy7W23ES8Af3/YJB7tnTqDK1efn59m/f/8ds6iUUpRlyXvvvUe3293RMNGlEScwGk1UYiL79+9HygnO3hBaiRfX7BcQh521+rMKznNjomEk4FBE2gtxuFAjoGIO6pQYhxVd823A1TqAzvnFPiTsDD+PqABKhS445xMNtMLGqRcdTZs4lUDZY9hWDKCCU8CLhDRS36+vY8DQeOg4dmmx1gWUKMKGfgFM6cPq0NmnkpCqNBp+CCqhWhAuoAISSVIkaWCN75HABQCTkEYon2vrqOlVfpTfbSVwDfyB/TWKlqFDw3qdBFFInODCApUqzVCqjg78x0OZr8wZWCGenEFMjk0akIUqRnvSi642JkBB0ZxCd24gccMfb7WPTXxFSNYBg5vNrsjzfMuU9LNo9yQdyPOcV199lbIseeGFF0iS5I7bifM8p9frEUXRjvUEVkIvSBUJOOeHk3z729/m5MmTHDlynNII1gm9zN+SrBByMwz7HIKSUIuXoRMwzgtpCPh/B4BJYTHiz7FKBwCMSnAiFIBViqI1SbWbuzAqyz/LQbq7bgqqADmBZoh+4nSYc8PQEYQwWYWcX6eJfy2o8mAN2g5Hxusk9uBfFY4DiBC1W+jxcUCG/APwpcimJ2BVYThJOsQoQsuuBIS9yt997i9DXMAW4c4SoifvKCTrQ9WeXH0+dB3WKZEeYg0wiquGY6QtkjhGuwAAKl3jA3b2OHb2AWiNQ2sK15z0f7OJPdCagMn9uOYkKt1Z1+rnsXkI7kEksLS0xBtvvMHDDz9ct1TeSTtxdcwzZ86QpikPPfTQjj8flK5rJ/DBuSvM3/i4Hk7SzcIkLusXcmmgmwmS+J2pmhnosfERRqRzrHb7jDcDxwAFftZ2wAJCmU9p7z1EsDrCGY2Jx0CiesEAvsW2DM7SGl+qihsY1asXl1MKYl038FR+3KlRRpxfJBJp1PQsIgHdDBiFBIWgetFHEXoUBQ8hs6QJJClFP0Oncbhkhx4fx606bJ4hjabfpaN45HrC/a5kuSSkDAFgdJN7kJXFGgsIN9OfeJpC6dOP2qEkqU8nkiYohVUaF5yfi2IoC4qxaeLV+eoCsFHDYxrWgAzxBgecu3qdXnOGQxNCezIsdh2jmuOh21Ch4qafYThiWw0i3UhV6PNgd90JaK03bP65nUjAueHwz+eee47XX3/9ts6pM6IuPTc3h2pFfPnLL9JM/S6Sl/5/PhGAywvQz4U08ueQG02kQw3c+bC/LMEi6CjChUmbjrBzI1jRIT2AUuL6YbcSYyRCxQoTxaFcCFYUomOsKX2YbP0OZuMU3Qo7v7MgGlTkuQSjxbkixzYn0P0V/3qkPSbQnoKVBb/Thl3XCcGB+M+rSOOVhkNJLaQDFdKvWjGig9JQFIfmnNgvThPGlLXGvIMaDZcropMO6H/a8hLpjSaus+wXdqXg48DqCK2C6pD2IKBNmkjD1KVSGZ/05b6gg4AK5VBR2OaYp0aL4NIGVVOTQ0b6KTQnHn6U3thelm9c4cqlG5TO8UhD6M7PM9WMieIGkjRQbm1o/53YQQj3wAlMTEx8otvvdpxANaMQ2PHwz/XWHfhGjXfffZcoinjwwZPMd4Qj4W+cF5AXgoo8MHV5UZGVUFrxAy9cFbRanPNLqUDj0MRa1VGwRVGiicRRElE19FrxWsIGnwJYFYNy5KpFbLpoDLYxhiBkE/uJBn52oFiDi1JcUvrvtxYSzwyURmuIWoJ3AuPTqEHH/6yU/1WziVsNo0Sd9c4higICT1ikGlFe8MN/NkQISgV8IEEkKO8E7QJif4w8hOGRVsPcPpiqxEZF4YLSj3Vq2FA1irI7C1OzuMGqr8OkKSC45hjKWs+ENAZpNX2UYB240LBRfT5u4AYdRJSvmhT9YZWhIgSJb2lutVo0jz3EweOCMYb84jssLS1x5aN5REdMzOxhZmYPY1FSR0zfiVoCcJ96B6IoIqs89zasGlF++PBhjhw5sqYks515cetttVfwyiuvcOzYMebn53EIH91UHNnjH9LLi4p+Ds1QaVtY9eQgP4JvuLNpcRRW+ZHhyjuB0gkJhr4Noa5okJLMNbEuhOooCp3gVISzmlInJKrAiQqgYUmZtv3iqBa1tYg1nimYhbKdszVgKOvYaFIWkKS41oTPtaPE75jW+AilSjuiOHQfyrAHQSlsI6DqRR4Gk4qvRMQJdDKkFUp9jRDh6QjiGB01cauLWISy22EUqamco4j440SxBxFxSJzUAqtVrq7Kgf/OsoQQopM0kO4yLop91BCqBi5JfdeWaAziVZmbbT99KLQPU1YlW+0jlgpnCT0PNSaiNem+Y5xsjeOKB8itF6D9+OOP6Xa7jI+PMzMzQ7PZ3FJV6PMYCdwXstBOIoGbN2/y2muv8dhjj/HAAw+sWfC3EvrczC5dusTi8oDnnnuOmZkZrLVYB1fnh++5vKDJS5/7A3RyhTV+noBWjnIEvBYgNzGl074CYP0DbGzgAuARdyceiKqOWYjPnaPIUaoUJ9ovehX5HDdp+jJWMBfGf+OsJwOJR8GdCilH4OtTZF5D3xRgS9zYlMcExicxrSl/0rHHApTWIQIY+bMHJqJX/fF8/5puW3EAWiHqAL8LVzcjiIaoMkfHmiRau0uKkjDfT3vmXRT7XL7K86s8vT0OacM3T4XQXdIkkJ00gvVAoApcA2sh9bMMnIBVkQdOhSFnAUKqEuq1psTFqb/H0Sd5KiqkXBKnpGnKwYMHeeqpp3jxxRc5cuQI/X6f9957j8XFRc6dO8fS0tInys3rMYHttBH/6I/+KHejjXjk9/9nEel84ss2sXvSSrzetuMEqpJiNU1oI0JRdZztDBq11vLuu++S5zlxeohWSzEYDOo/3EpfURpLYWB1UJ2z36WMBaUdpVUkUlIaBZia1yLKhbDW4kLQ71wFPKmazOMQCqtBQSYNGvQRoNBNsINQ/lI4FLaS4QpeQymFKi3W2Qo/9yFwTaMNC87kmFBqc7b0moChLGeTBFX2fHmvt+pr6KH8WC9qpb0DqfL8tAmdlfC7QDoiiJRq7anHtghEncinLEFxyJpKqbj+gwUCj2/m6WU5zUbsow1rqKTTXRQjYdabTRqoQYgIdDwcqybV/4kXBW21qOYlmshrL1LkPuLAerHQ9h50Zw4XJUg+wLYmUNaF92zPRISJiQkmJiaYnp7m2rVrjI2Nce3aNd577z1arRYzMzN1K/FO24inp6e5S23EiMgLwPS2Ly7YfUsHNnMCRVHw5ptv0m63ef7552+5yLcrCpJlGd9+9U0OHtjD448/zn86G9D3kRKhsY6bK4FXAsyMW3JTlZsEJT5iAFcDfBJ2m2gkRYgxrJoGMSVVVl1hCA6hJAKBQlJS8TJiXRczJv54flaAxrmSrFS4UCJUUYxkgVRTpUDODmmtUnXfgUtaiOv68LkcEpHQETZw+SvCDXHs2XwyVAGqqMcohTRaQSMwLFJRSNHxOfrUHv++IF6KjiDv+WYdW3/DyB/MtyR7Ao8mUQHPCDtz7YjiGMrMR3lJ6nv/lfgmHtFUTEhxJbjEZypRVPcBuDjc+SKH9iRkfiMsG2306k1otJHOIrY15cVE9PbLy6NmjCGOY/bt28e+fftwztHr9VhYWOCf//N/zj/9p/+Uo0eP8uyzz9JoNLbVRvxzP/dz1Y931EYsIhr4B8CPA//VTq7rvjiBzUqElaDIgw8+yIEDBzY9znZUipaXl3nrrbeY3PcEJ054p5iXw93VWktpwVhhbkXRboTqmVLE4puAKoUtCNJ+4dgVnl6DhSIkEXSLsBNahxXxJcGq0he6DAvC4h2tizsDKsY67dMPUb5HP1/1vwu7n4RcXiDs9NSgoNMeZKSMsFHih5ISvsAaUFGIVJwXK223Ics8km9soPH6unrVGkxrDAZdXBTVbdIAqj3pKxPhnCROcNkApWOPPVTahzryQFwU+5Qi8r39Wulh2zGu7kEonJBW16QjaE9QUZB9eO8dlWDBmZBquZoZqeLEMx1N6fP9DEjbQe/A4ZoTXqx1YhbXXx06nx3a+hKhiNBut2m32/zMz/wMRVGwurrKf/yP/5GxsbEtpxFfvny5fs9dmEb8M8BvOeeu7hQz+1QxgdHhn1s5gM2OU9nly5d5++23ee655zBqqn69LIcL3VpLGqLu8zeF1cAhsA4ma4aowzoJZDQh0qG85HvoUFWpDUUSV8G/GvIIQqnNE+cq6i11rbpBEfAFh3K2TlslEFos+DJXtQuCXxTgSS/hJQOYpIFpjFGmY16aDDXk4DuLDvp5OOebbSr2XpVWKBXotNVBi5H8PQ0MwoqaGz438lkJ48Kcs6ATpD3md/ZwDZ4g5NugXT4YWYBS/ztuNMN7JWgixJg4DWPW7NrSo3MhivH3Qqz14G17quYO4ByuPe2JP4iPBKIE1xzHje04Wq5tqxJhnue8+OKL/MN/+A956qmnbvt7dmoicgg/wej/cjufvy8NROvTgWqa0PXr17clKFLZrboAq+PdvHmTU6dO0Wq1WFgdhuzWwfVFh1IeJS8Dd2aho1gZhIYPB610+JmKIWgcxLqipVajuQDnuQUSEADfiebAqcAR8OlA1Tegqs5CgcRlflFWIiIifiJRRScWxfJqx4fOIZAXU2La49iQDniHEIGKsHGKGZ/ybc2j+a5zSFkMB5lUOgWiIIq8uo+ID6Gr2V3GoEzuORM1OSc4FVvgtPZgHJ74RHsc12xDnHplpMkpjyuAdyyNRmAMKn8eI06tpmRX/RAOf3zw1QFjaspw4CkPu/+cHYKEhPkIgTIMIGkDFZiVLh3DtSYhbkBj616TW9l2RpBVz/J224ir99xhG/FzwEngQxH5CGiFFGJbdk8igfWOYDQdGAwGvPLKKzQaDZ599tkdCS9sFAlU8wnSNOVLX/pSfbzl7trP/v57mqyA1XKKQelD/jx3dEPl0i9HUy9wQkpgnBBrV5fQK3NAr0i9zqBUjACHU3EAEn3lwFOGHYqh84qtZy/VDTkh3FVYIpMBismJyVpV2NoSVebYmQMYqRpnxHcfrhfDGAH9vFMK32HtEAAMYbcZn/GRRTpE6hGB3irEMbbRWktKMsYrKSsNUeIbcER8NCBAcwxptmFq1n+lTnwTj4pwcYpNUl8x0fEQtdfRsDkKFzCA0L0Yohapcn9XXZVgQt2/GpbmovCeUB2Q5gTSHPff02hhp/Z53sMOQMH1thUoPao0vN024l/5lV+pfrztNmLn3L91zh1wzh13zh0Hes65k9u9rvuSDlQ7eMXXf+ihh25rnNh6J1CpCR8/fpwHH3xwzfFWeiO7uoNu3/Fvv604332Ma4u+1JiXMCiGn+l2e3XtvNLYtFbQyj9qtqIUUvFpHAMj+HFi1AuxcJU4x5A6XKkOAcQu95iDq+IF/3scaFtSVJ154YGLgryYixKPN0hYCDoeyo87ixUVgEZqXoDnKoRIoIqiApfetCepBEBri3w5z6Vemcc12r7SEBSLnNKYRtuXKdMWIDXnQCL8wkxSrIook4ZPQYKugJded7i0SdFq+0ikBvgIx1cB9ATX8Mev9RnC/wuQDwaA+PKtA1tRlqM4NBsNuwxFx7g9t9/BWtl2GINViXC7bcTz8/PcpTbi27b7pn+U5znvv/9+zde/HRutDly5coWPP/6YZ599dkOWVnfYDYrDC8lcWdQ4K+QmEM5KKMqhE9DJmB8ADaGCIL6nH8AJhRt2FPrIVugOFK0kpA5olFMUVohDGmvFM/dGJe4U1hcWq11cfEVCQtXBqBRLVoOAJm0RFX2cjiicRlOAKEyAKgWfzlg8G9FVTEIHRWOMtLfgF1sVBSiFi+KwiMu1UY7SPsKIE8A7AQGK5jhxdymE9jHkgxCC+3Ow4ElMJodGEze9hzxukhQDnIqp9QJCCdNO7IXVeVwQZvU04RAJqKofIqr9V40JhGtopgn0M/K9x1Gr17i+uMxha1la7TIt1XQiGTqY5u2nAZVthzE42tq+nTbif/Wv/hX4UH6N7bSNeN17dsRYuufpQDWl2BjDqVOnbtsBAHU78bvvvsv169c5derULWmavczRy6g7/BDnF6qtxmd7cLA/KOtz7oeowDmvFlSxBgujKK1g7PB2XVlqosRSWv9eoSoISM0UNFVpkZFU2HqUW4Vuw2pnK6r+AgGjE4xOfHMM1KU2EEpdgXsaHVUaAooihNFONK45TtWWXKTheYgTrIowTkIK0PKVhShZQ55xrfE6v3Y1hqcw4Tgq5O22AhNH8noXevydaNz4NJXeYVGJq4TKAqKwjXZohvICJITUwlXRAHiyT/iOcHbhQQhqRiKk03uxCAePPQQiqCQlN5aXXnqJd955h1yiO2peG7WdYAKfJ7un6UC32+Xll19mz549W1Iut2MVoSiO4y3xhKzwjmC56/GjueVqpxXywtYlwEGusOEHPQSssdZHC9YKxgqFEUqr6ggBIFHGA4AhQrA2xgGlEUqncE6F1ML50dd4oLF+pEVwymsYdtQkBBDQqYiBbgRx0eqk/KeKqBUqABVi7nXxkiQOCyzsfpEfVJLHLf/JKKLfmCBrTg0XrI6GrMBg4mzNVXBK4awn87ikEUA6AFWH3RXK7yJPi7aESKPppwc5pTBJIyzwGBeqJDZKMWkzlA9d3UY9Cu75E/LArRub8ecr+H4KHQWsoelTleYk6JiJmVmSRotTp05x6NAhlpIpXn/9dV599VU++ugjVldXd8w6rWw7IqPbEbn5rNk9Swdu3LjBBx98wFNPPcXk5CQXLly4Ld5/ZSsrK1y4cIHZ2dlN24lLY4m0wlq4uewlwSHkyE4Ay3LHUPm/XiY4cYy1BC0hXRaGdN/SL34bWoG1OHKjyIygMFg30igEgGDQGOt3elsKxD6vHXUANeoPlGj6tJnBc5mtaIqoTaMYtj867cG4UqVgRlMJ8WW0qOHBOpf5RRinvloQDUd3dZt7SMYnaOUrOB15dB8wOh4qHoggUYWMhMpJEEu1okEnPnxXYaqPhOakQPEl8YvSJQ10McBFKTZu4LIMp7W/4uCobNxEYuudWhQjeQVsjmwWdQ9D6rEK8KF93selLWzc8E1bzTFojHmuhPbSaJOTk7j28+yJIvI8Z35+ngsXLtDpdJiYmGDPnj1MT09vW5tiK2Cw3+/fUaT7adk9cQLnzp1jbm5uDf23yudvpxvw6tWrnD9/nuPHj2/JGPzmGctXngwlwFXoD8vkYZe3zC0OILS6WAv9gWWsJWtUs2zIRUsrFKWPBNIYnLNkpaIww8iiNIo08pN6howCHyF4HEFhpIGhRDshk2HYrEQoXUQpQcEnlMTKKMblw/HlNmlhlcZI2PHrvNmTHpxSkLQh6/jlGyUYFeFURJG0icqMxtQMlBkZGiW6xhzKpEXSHWmmUNrn71UEEghFRBEubiA2wxEP6czOU4pdlGLi1DuLWBHnXUzcxGgvix50hgLQqHFxA0wWUgLfYTlMMUL1g1AiDOVKVIQ99Chcex+xDqsiChQNpXBT+6Extia9qRqtkiTh4MGDHDx4EOccKysrzM/P1yW6PXv2sGfPHsbGxm65UW31/Drn7jja/TTsnjiB/fv3f0L7v0L2d+IERqcJv/jiiywsLLC8vLzpZ64vOr55xs8IWOo4ekUVqjucMyhKRLc8HubcEG9i+O9YO/LSLwLjoLBedQgcZWkoXYpCMM7vgsUIVmCt1KQinwqoCpTAEiFiWI1nQRxjdgUclC7CEGGl4g1oTHBSBo3GBOcQ+QWmRkJmCcCghMlAQcmYKMIQY5SmTCdQugtJA4tF7zmE6y4F5V1HphJGNXQ8JlDdFbBhfJhtjvtOxaxE4mFe7nChPCmYKAGnQEcogTKOfRVDFD76Cp2QSnlmoc1DyhHVYqquUgHS2ndEmrIG9lyUeKdU5rjZY54BWqk57zmGJAl2fA8bL+PqlgmTk5O14nWe5ywsLNRRwvj4OHv27GFmZmZNlLDZ83snUe6nbffECYyNjX2inl9xBbarNFxNE56amuLZZ59FRLY1hagoHd96x2KdZqXnF7BXGzYICi2OQS71GlIqlKCcIyu8I0iiIEQSyuzGKAY5NBPo5nEAvKAwXsK7tMOWodK4MI3L76JVB6ITwTqNsn6NIBrl/NwCgw5aBE3fWTgsHNJvTDI2WABCpUE89VZYdx8qbb2wE+XGkY1N4XSC1Zq8NQtaY3XKQEc0uks4pX1vgV67exnxiso+zgEb+wqBSVqIKEzcQEfJEEARwYjf5a0K7EHlp/465cuatqI7W1fLjdk49fqIIYKqsAlXtQITnIA1dftvraoMMLUf2x9QBIZm3eG499imz8h6S5KEAwcOcODAAZxzrK6uMj8/z6VLlwCYmZlhz549lGW5ZSTweXQE9y122Uk78erqKq+88gpHjx7l5MmT9Y3dzjGKEq7N+QXS7TsGhQuhvRBHGiWWrLAUhfVclcDMdc7R7ftnNIn8Pl6V9XIjlKVDxKFUQl763baXa68zaKsGIzBBN69iBVgnWCso7RcwzkcVShxGFJlqUzpfNhvoJqaiDodrzqMWQcCYktCiXC2ICpkfpTEG2nGpkwCeKWzSxGqPDVilfDoQOg6t0iNpjDebtEJu7n8e1C7OH9tETR/C12GUAu15+hWt2CntpywH7r9f1OE4ykt9u9DX4L1HiQ1sPldFDpHvSSBOh5TgKkWJEkRCL4iszelF3/7eVnUNnjhxgueff55nnnmGZrPJpUuX6Ha7vPPOO1y7du0TwjnrwcbtthGH5/tOpxH/anj9LRH5ZyKyPZAj2H1hDMLWnYSVXbt2re4nqDQKK9uOEyjLAMApxcKqoz8oPbrsfE4nzoYFXR2zYvk4sjz03NRRQlh8ZogRtFLfV+CB7CoC8EzDsnRYa3xbcXgmjFMYIyincOgaK9BiyKI2AzWOCQNIjcSeYSjDzwtgdBPjFJnyi9MmVVnU4w1UnAMHpXNY3UAljfA62LjpF6V1WDRx0fPzDwLt2ClNNa3HAVljMhCIwo1o+O8rjCEvDQY/lq26iU5FmKTlgVBRGAKpKEpG+hkCoy8s3LpPIFyHAKbSU4gSn16oyH9Fa8IDkQiuPeW/N5CBnHMU6p7h28RxzIEDB3jiiSdotVo88MAD9Pt9Tp8+zbe//W3Onz/PysoK3W63BgWrNuLf/u3f5u233+bXf/3Xa5Wsyqo24g8//BDgv8O3EbOujfgHgP9eRHToEvwl4L8EngB+LLwX4FeBx4CngSbbnDdQ2X0jC20lNlrl/5vJiW8rHQjDe6NI0c8taSNCqRJTWvLM/9I63wkIhDRDyAufMFjrt8WaX+AEZyHRjsIIUy2PNyiGJcVW7M+pdAqkiXUFqt4YfDtx6emEJM5iQw+CQ5EZT/rxPAONqcRCQkohzpA3JlCdVS9GggxLehKSnMAJ6HQ6jInGRokPqcOuaUIDj7UWS0zaX/L3PEQdLqjtSO6jgyIdwxUrHsyzBAdREiUpZegR6PVXiUSRAmXS9D0LAmXhBVIjEWzSDoIfEjoL8+A4bN0JWJUUMZDrBg3rW4pdRYJSES4d99FF2oKp0GgWeWHUjSKBe2Wj2gInTpygKAoWFhZ47733+Omf9uvuV3/1V5menr6vbcSBQFSd40v4noJt22ciHSiKgldffRWl1KZy4ttKB0wVHQuN2DHIfZ5WlI4rNw2DgcVZh6qrBT6FWO6CM44940GtJoTsMAyVixLy0HcQiHeIODybM5BkEJTymoI+wHD0C0uRl5RWoZzBOl0ftzQK4zwQVzofIuclVACZsiFiaEyFcWYyLEk6yGiAjumudojDpCBb8/1DnCI6NB45LIqoHPgcXMJ0YVHhM2HoSSjfIQqr05rJ6B2LL+G1tSJNQyVAR/Sykk5/4DGGsEt79mJwRmmIXkIKI6EC4UYmK1XDPz39IeRqcQPXnoQoxhx/rp4QRJADt9YO8Yb7bHEcs3//fk6dOsVv/uZvcvToUT7++GN+7dd+bVvTiEfbiLmzacQAhDTgz+Cpxtu2+5YO3GoBr66u8vLLL3PkyBEefvjhTYGVzZzAStey3CmYW8wI2yhpFML7Ec5uZ5AEUdBhSmsdZLnnBhhTYeJQj7wKi7403glASBlC/4FChT4DFQRJBOcUxooHI7Vv0DFuSBk2TnkdAQQrPjce2BiLkJUR4ChEe14Ajp5q12BhNQS1dIoBLRYGjkYjRdIJjE4p9QiRB4clCkQez7E3OvXNPSJ0Jw5RsfkgNP0AJvYqRCZqDe/HSAhfxWOmXvDa9/XriEFAQ03FYnQMiUyEnF/5hmw3uoClEkyh/g4TNzBJy5/fxB7fCchaJ6DuQIR2u7YVwWgwGHDo0CH+9t/+2/zJP/kn7/n53ML+e+A/O+f+l5186L5FAlH0SfrmaP6/f//+LY9xq3Tg2nzJS2f6/PbvfkBmkjqXX+j4/+qqFVb84gP/nFW+ofI7kYJO19EPnYWdXijzGS9EYsNsAt+Za8hLR3fgd0bjPF5vg8OwzjMBA8QYBpeGSABN6SIKI6E/wacHuU1wCLnxTqGMWj60BwpCTkw4tgg5KctFRHNiikhrcuPoR5NUigeVIzBU3Yz+NROl9Mb2ArCQ+N3IBoTdl/gcVsVeQzFKhy3PIbf3YKTyoh9RirGOOG2QNtuIjmmM+dJbqRNMYB/mRTGsAqhKb8DPSrAilFXzU8A2nIif/tOcwMYNDEJRFJTih5KscQL3oTZvrd10gxqVFrvPbcTVMf4bYC++EWlH9qmkA1X+f/nyZU6dOrVtvnV1jG5vrTP58KMlfu+NjKXyGIURdBxaUcNsO2QYnVQLv1qsw2NDHDnmOzC34n+xuOr/W5RQFL6XIC99vqrFIKLp5768V9iKJix08wjrpO4dMA60spROkUkDhyK3MQNafjGFrS93noCT20Di0Y06SjAqqTfJAqEgpW9SdHMcHScYoLAeY7BUzTp+h+y7hm8uCsBkkY6RN/xC7dvARwh9CqVOAxiZMJAmBbqOBFwU1wvViOcYVM0/KmlgRA9HewMkLSRwDrSqippCLy+xxgYnhQcL4+awDTqUDCRKiFpjpO1xkrSB1hqJYoyD0voyclmW96Ust53moU+jjRhARH4a+H7gx5xzm4NmG9h9Tweq/F9E+PKXv7yjcWLVcc9e8Fu1c47z589z/uI8pWtw8aZGHH5SsLjhiL/APx+Zrg1IqAxUx4ZG4nf60sCBaeMjAucXMXhnMMhtuJ6Ewgh54XdyY1VIMYSs9A+ztX6BW6sojaY0iq5M4ESR2ZSuafl6ejgNY32YPyg9TdmIwjpH6YTSDcVESusYuJSetDzJSCkGNGpnYsRjAl7nX8hJwtwDz9or0jGsE5wdEp2KxgQANujsl05IXD6czgvDKT6iKKMGWV4gShMlqZ/cJJHfqau0pRb6CJFXFGNRpGP+u2qsxWlK8QxHG7y2Ewkj2MVPB1KKOI5JkoQkSYhj/9rCwgJRoAWXZbktDcrbsXvVRnzy5Em48zbi/yuwH/gDEXldRH52J9d23xCVKIro9/u8/PLL29IT3Mzml0rmFjKuXHqPKIqY2nOC3kVfx9exoJWgcJjSEAfRSsGXA72jVKGlvkoT/HHTOLQXICx2AoqNjx6yAiLtENFIkBuz1jsG6ypGoWfPeS0CqcuKxgl9m9IrI2w0xpjKGRiP2Bc2QocpxxaPIURRQun6RKG23itTstxA5MuTqIgsmaQ3aKIDDtFRVeOKo5QYbf3AkhKNcVENBFYLtCRCi6vP3cVNrI4p44bXGiiMH4oiGgO+t6DaufFOQI1p6M3hsh42mUHwDrHK6Z3StQCp0wll3CLXmkjHXjS0Sk90EzG5Tx+ceKG2UYGUdYuvUog6e/YsjUaDI0eOeIDQWowxdcSpwmi2u5Eu7LSDcAdtxDBE/wF23EbsnLujdXzf0oHl5WVu3LjB008/fUcOACDLCv6n/88ZpqamuNx5kNffDw+UCztOUKAqCssgK8PIa6mbgEQqUHAYCTjn6/yCBNKPf5iN8UvTOd8daJzXLLSu+p+E18VP8hYPEPaLSnhs6CSMVRjnpbSHVGOpz8I6P9PPQvi9jwgKGsRxEujPIRrQCTkJpfVDUKucPlJCX9pkJFjnKEh9RGF9VaGOFoiwobRW4HGAwcQBSt3E6gRxhkwaGDS58uW4moQTuv1UhfjHqedDiK6l1ZBKUMVfp42a5FGDPFqbAjkVQdoiiVTgLESh9Km5cu0al65dZ3l5eQ0wZ63lzJkzJEnCww8/jNaaOI5J05QkSYiiaCgqW5YURYEx5o6ihK2ahz6vg0fgPkQCzjk+/PBDFhYW2LNnzx23WhpjOHf+I7r5Po4ePcr/9FKnbhICnzJ0VnLStOF3hR6Mj/tSXqUlOLr4AZoNj2B3Bi5sdq5W4i5KR5ooRAU1YS+w5x1A+Hw/8zlv1YVoHORlRDN1ODskGlWgniiNsVJrFxJKcNYJSsehfdkvlEEYdNLrZUxM4BdfUDMuXIIrCrKiwHm9XiIFWpd0ixZjQGZTnIMVN0GTXq0R4J1RAgUMaNJ2XXrjB8ldSiIaRwSSYoF+NE6aDygdDHQTqeYsBxqzTce9wImrlBR92ZER5qPTEcbEFEQgBoliL/+tIowM5ws4FYHNUFHMgYP76PUHXLx4kdXV1ZrTf/36dSYnJzlx4sQnng+lVL1Yvby8q6OEyimICFrrHUUIW2ECvV6PmZmZbR/vs2T3xAlUuXslKNJut3nqqad4//337+i4V65codMdcOTIo/ynb/k226zwegGVef42FJnBlpaiSuhF0JEKOzsUoYxVFJZ2y++4g0zCYseXB8Xv+s3U8/2NBT8n1FGUIyBjWLQFlob2iH9pQYsJQkWBsYjUOgYQkeiSflFH2Z5piNci8MQjITMxJZokVYgUWALXP3cYp4m0Q4UqgLWOXq9DO1F03AQt+uQ2wjiDJSKzKZHypUjjFCroIhSu4uxH5GWCdg6HRkRjUBgVSpd5iWsGQVWcR+vjBKNinBWMUSHKMmG393GOrbAMIkqVYF0YLiIFTmk/t7FSaA49CE5porTBnvEJ9jzQxjnH8vIyZ86cWbOYZ2dnaY+MVR+1apFXi3d9yrCTtGEnmMDnze5ZJNDtdnnjjTfq/L8Cbm7HRrsJrUyhdcTSSsn8ckmWh469qozlfO5fFAZnrVfCcY6yKImipG7y8ApDlqJwYWeADA+WVTTjagiwxwU8zmDxi780QqSHpB1rYVAKjcTVkmRKPKvQuRDeh/QBPPgXmPI1D8FPLPJOpRIwGZgY0ZokDsw+hLK0GBcH3QI/oSgvFUmiSOM2ZZnTM006g1X8YB8fGhs0EYbFcppWlNEtPCegIBCFJCKzCbHNvQMQ7asSzn+2TKdGKEge67BRq5Y5K9FoPHCZSAD3BEoboa3XTTBElPhoRkLeVhD5Ia1Q8xDqEqGqWr4t586d4+jRozzwwANkWcbc3Bxnz56l1+sxNTXF7OwsMzMzt1ysVZQQRdGaKKFyBsaY2hmsdwjbwQQ+j4IicI+cgHOOd999l6effrq+Mbc7nrwsS9544w0mJiZ49tlnee+33iTFkGWWsxcKssKRF56u2mxGng2ofWfg7Jjh2qKQRo6iMDSafmGrqmko8PytdfT7ljgWstyF3XW4kCH0EYgvE2olJJGjuhzrIC/9WDNjXAgiHEXAIJwTunkc+AVef8Dn9/7zhVXEWI/kl9rn11axUjTITUSqK+ehaumyUrxUV4U3rJhxZmUAOqIoHIWLkWQC21fBSVoKNCmGnm3QoCRzoQsySIpYiciNRhoag0bwZUAB5uPDiIOUoFiMn8xkdVQ7PYOfOFwEFqJDPLcijGl3gEUzKBXNSJDQFl2gh2zB0X6CJAEV1c/AgQMH6np7mqYcPnyYw4cPY61laWmJmzdvcvbsWdI0ZXZ2ltnZ2VuKfIxGCXEc187AOVdHCc45X5YU2Zaq0C4mMGIiwvPPP7/mte3w/tfb+mgCYLkbQ7ekKCwfXy3IcigKR1lalIoojd9WY+1Q1jLIhEhZisxiSlOdoJ9pGXvBkO7qgPklx9EHmnS6liTWXmE4gIGqKn07qHbucBigwg78rl8avyhjbckLRRL5cea5UUTKL/ReoeoeBoC81MRJSE+MdzTGKgobhXN1WAn19GrhOi/CaUX5SgPgnBduKawLLcpJ7Sh8V2M1gUno5RDYy0PHYr0DsmHHVmJ8MB+YgrbK20eYi5mLqRgAxmkUYIKoaAVYOhVjqrAKYVBEvqApilJSnIpQgaegAjkK51A6pggO4PDhwxw8eHDD50QpxczMTJ2T93o95ubmeOeddyiKgpmZGWZnZ5mcnLxlyL8RljAKJuZ5Xj/DGx1jNx3YwNYv+p0SOubn5+toYmJion59qRORZSWlsVy5acgLXyIr8wLn/Ex7raARO4quxZTKM/6MIS8scVz9AR2NyNFxsLTi0FoYDMqwuzsGvR5atfBKwdbvWuFhr1iDeRlKZq4iBIE11ZQi6BeKJK4ERSvITOgMpJ5p4JyjMBqLr3AMcotxvvvQISSRwjoTwEVNaX3orarOSCd0y4YPu50iCmQj44TS6uAAKuaioHVE6RRWN0POzogz8uc6KPDfgQfPxJl6Jx9lWDmErhujxaqvqKCIlMJhauZf4VIsEZHLa/n1QmIsBiVCpvxOLToGA6rRglUhihPKsuT111/n6NGj22KUVtZqtTh69ChHjx6lLEsWFha4evUq7777Lu12u44SbqVtsR5LWFlZ4dq1azzxxBO3xBLWKw1/nuzT6bzYxJxzXLhwgWvXrvHCCy+Qpuma3y8sKbp9gzWOm4uGQS4oDUVeeLBOOT+0wlkvKGqF/sCP+rKlxWoJZWfPKxgMLKWBOBY6XVuH7GnaRELVocgykmYLJX4pFEbXQqQQEH/jd9bc+PAfgX4uTDZHOhKRIDrqF5AvGQYgMWghlk5wTpOZmFZYOCbgFJ08ro8lSnu6sRP6poGKvLhJ7jR5cBTGhpKgq77blwbj0D3lQqhfOejVvsGIDfMXI6xYsjKmqfqBwyABxbQ+CkFhBQpphZHvGhN4EqWKiZSma2KM1aRY32wEFC72rEYUWXgEJU6IlSJKGsjkPvTYDK+99honTpxg7969t/08RVG0ZoBop9Nhbm6ON954A/CyYrOzs4yPj2+4UXW7Xc6cOcMzzzzD2NjYhlFC5Wh204G7YNbauu/61KlTG4ZdeQlLqz5fu3i14MA+YWHZkAXp8DCVCmssWWZxTtHp+UfYWIcUJXEcoZQwt+zZgfWxc4fWDmuhmw0fiKjqcxchllX6xWTIs/3LVUOSOO8EEFjta2zgAhjriHTYkW1wGoTUIRBsijC1KHdNlIJ+GTNV1RbEVyaWixgtvmHGGV/7dyIUNiLFkRuhUyRe5NRB4VR9jsZ6B1OGtKSamzBqUTpGlvlBoCAULqJbaBoNL6Pu1YaGXAMkAQtZkFmr+iVA6JqYVupTGkOEEQlOwPdOGKfRoimIUUqIkgZRYb0Dn9zP66+/zsmTJ9mzZ8+On6NbmYgwPj7O+Pg4J06cqMVHP/74YzqdDpOTkzW4GEUR3W6X06dP8/TTT9cLfKOKw+///u9z9uzZz6W+INxDJ3Cr8P9WEkxZlvHGG2+wf/9+jh49uuY93Z6h3RoCRpPjwvISlMbQ7RYsLwzQkTDVhqUuYae1DDIftxvjYSxrLf2eo9E0OAO9TK8hoTgHsV47iRi8WKk2/gFNG23IoD8Y0omtc1gr5EZQ1gviuDrEDgtIeeeitaNfeJmz0kpd3hyqIg/D/NB6jxJ/nH6hacQFIBjj0wkVKMUpJYWBXhkRyRBfGIb8voSH+AGewwRl5DqzEqXi0HUp9IsR8BGPY5Sl82PZAKtSnCtCeqSwCKVxXiQVcK4gt5pWAlnpNRCtMZiQ1kSiKZwmVSBJAyn7lGXJmTNnePTRR5menr71A3YXbFR81FrL8vIyc3NznD9/HqUUvV6PJ554YtMd/tVXX+Vv/I2/wTe/+c07ilg+Tbuvrmt0gtCorays8Morr/Dggw9+QqAU4D/9wTLXbvrYvJFCK4BotnQsLfvdUgm0Gy7Ih8Fqp6Cf+YfVWKqkGGMcM23PJFyzCmrankf47cjvytIf0wG9QQjbzWgk4HfHQa4oiyKAfuF9YYwZeMKSDYsc8QtzUI/TGv4pamUiV9GahUgTFqQiM5osDxGIG85BICxYE0g7hanaeL3DKN1wMIpb4+aEpYFFRXEAyPzv8tDabPESaZmNWMjG6WYK62Bhpe9BTDRWIqwL+IyLKF3EahaTu4Q4cpQu9sAkwxKpKIUNHZZKR5iy5IMPPuCxxx675w5gvSmlmJ6e5uGHH+bpp58mz3MOHz7MpUuX+OY3v8l7773H/Pz8muf39ddf5y//5b/Mb/7mb3Ls2LH7er530+5rOlCpC42WWq5du8a5c+duOU4M4PQ7HS5fL/mLP76P/dOWj0IDZVkWntkWrMwyBp2cdGKSa9cHREkcavPV+wPS21+kNJMYY2tH4JylkUYUuZ8jXJTDiGWQOY/eOxVyfs8F0BUbzvmSYBQJFY278iHWCnFkA6/A+fJgaN6xShHFKYX1w0u19qBipH2UIAqcEU++rSsRYaFXlB3nZyM4B3EQCTbBiQxKIdXhfPH6BiuZJlE2iKGE88eyIkcQFKXz32XxTiQSn+v77kZNr0xpxzmOHJ20KW2OE01RWK9VIMqXRlWEMYqKMmRI0AhKVN2DoUL5VCmP6F+7fp0HH3yQqamp23m87or1ej1Onz7NM888UwN9xhgWFxe5efMm77//Pq+99ho3btzg3/ybf8M3vvGNTedgfB7svkcCo+3EH3zwQd1OfCsHcOlqnwuX+5y/lPFPfvU6p98rsRaUVlgzXOGmtLz+1jJzN/rElHR7NujaARWX3QI4FrpjWOtD22qxigMljrz0Wa8ph6VA63wZ0lhXYwjOuHpykW98E6bbJkiMy5rPRtr5mjOFlz/D9yQY62XIgVq+XHAkUYgGZLhry4gTcERk5fDaqlHrsUAa+0Xn8GlQlaNXU5L6RVT3WFSuyncNhvMwnhgFUITqQuUEIjGBzRh59F8lSOAJVHRn61SgVAuZVeFMFFZiHx2JYu+El3RTKkQZxnD69GkO7N//qSLslXbgE088seY8tNbMzs7y2GOP8ZWvfIUTJ07wH/7Df2BycpKf+Imf4Ny5c5/aOd8Nu6+YQOUEyrLkzTffpNVq8eUvf/mW+IExljfOrLLaMcQNw0cXu8zPZZi9LZT2Mb4xvo4t1UNvLKYMSrCigDJQhgVTOuJE+1Zf5yODJPH5uWf/+UqBrVC+ykIaUZbDyUTGEs5BV/QBrPGpigcEh2zCRHucIlKQ5Y44IPnKCXkuNGMXQmkPyFVzC6oy4Gjk7oClQYPcSgAGXS2E2suHfL5RIZwKuLTWEx5KK54DUANZa51M9e/SClGQRDfW6wyConQapXxeH0v4r/a4QWm8W3PKtwgrLKurXXIZCy3einaq6WcWEUUkho/PvcMzzzwD8KmBa/1+nzfeeIPHH398TUl6vX3wwQf83b/7d/nVX/1Vnn76aZaXl2m1Wrd8/+fB7usdrxDXl19+mf379/Poo49uyh/47f/vPO+d7dAfGHo9w9LigO5qVkt8iQyJHUVZRQXC4nx/zXGcc0ReDwylfCjuyzyWwcBwaBbSyGFLX3UoTRUJVLV9AnHIhRJieL2KBMJ7jBXGWw4tw5VrrYA4osiXlcrCb8MmiJCUVjAm81yDsKNLHUlUjkQCP8CbVlKPDTNhVqJWXsegOk6F/VfMxyqNcA4yo5jvbPCnDx2W1d/EWlWDgk4pchsQcacRFXn5NFEBk6jwCKlxhET77s2k0aA0ll4/Y7XbZ+7mNax1DLKM1cUrPPP007Tb7brufr9tMBjUDqAaSLKRnT9/nj/7Z/8sv/Irv8LTTz8NwOTk5I40MT6Ldl+dQJ7nvPfeezz++OMcOnRoy/f/m39/k48v9ilLx2BguHZjwNj0BGXhiTVR5PkAVcefcZ4y7NzQSSCCKUqUVvWG6qzDWYcpvehoaQVNyYULPb9r2vXAn/+vR8G9I2imo3m6ZxTqyM8s8EKhI6AkXrQ0N1EtdFI5sliDJakJR8aUASwM3xeOkZfVkBRw4tBqCAx6urHyMxOdZy+Cpz5X1QfvCDzxpygdEtR6K1PiKI1wbbnhqwnWl2NL4yMBEShMCBx1hCMQl6TSS/TXWTETCxOjtK8uRFFCnDZpNRs0Gm2cLel0Opy7cIVG5JuBKoru/bbBYMDrr7/OY489tqkDuHDhAj/+4z/OL//yL/Pcc8/dxzO893bf0oGLFy+ytLTEyZMntwR+nHN867UlLl3LiMQgKmGQ+117aqqBcxZREGkhK0vGJhKWCutbeSUM+hil5WYFjWYSdAV8aKzFL2ZjLIPMcelKQZKECbjOlxKsdbU0OfiUoCIapbGQicZaj7PH2iP/HvQaXnt1DiKCkRQtHlQoAzMR/M5eGL93qyDv7RzML3UQnRJFMZnxKUzu+cN0M133H1SAdVb6qCMvPG1axH9PoqEoPelIUaLjpGY7+vsdGphC41JhXJiqLPTLCOt8q2NmK5VkTen8PEb/eamxEmt9tLE8SDgwUfj3Gl8elciLhUyMtViZy3nooYew+SoXLlxgdXWV6enpevzX/XAIow5gs2fy8uXLfP3rX+ef/JN/wqlTp+75ed1vu+fVAWst7777LmVZcvTo0U1zvg8+6hFr4fCBlP/hX16tdQCL0oGytJqqRuIFwZmSsjCMt2FpBZLED7+odm6tfC4+6BU0WqmPBsSrCyUxZKUjjSHSnli0d0ZRCLRTR2ewNq+uzLmgl+ccooRUe4cUayEvYaWv6/AYhk4AfITgsQffDxCpgA2IC5OQfUidpg2WM0gaE+RFSa+foZKYvHQenDMe+Xeh/idAZ6BDmuGjhjYCYilKjVYGUxZYl9JoJGRlUAAKlpWKJApTlK3FuAhjTU1Ftk6IFFSBo8NzE+zIMexI6uIQBqWmtMYrBjsTSpXCoCg5d/Usxx/5Eu1GRHumzYEDB+omoKozME1T9u7dy+zsLI3G2qjlbliWZbz++us8+uijmzqAa9eu8aM/+qP84i/+It/1Xd9118/js2D31Ankec4bb7zB7Owsx48f59KlS5u2ExeFY7Vj2D+bsLRqOHqwQRI5PryQ46yj3YrwYwQ90If4Rdnv9XAuRnA0Eo9GQ2gpHlgK8YDbaLtxGjj9Ey1XjyTbMyHM9YVWahkUqkb/K3MVSideeFTFfrZBt9CksScBrQ7qTqP6u8D5QSUInUzRjvzuHVelQI/XMSh8zbwoh3V9JKbRTPC0BiEziqtzPZzyY8Ac3lFmpZDGLmAMEvoXhMw4im5OHBHui6t3cBE/dOXCfJOT+/s+EhHH6iDB2qy+DGuBSOqQwTqpNQiQagLz8N5WlZiP5lP2T3jdPwcMspL+oOArzz1HbjTRyGa/URPQzZs3OXPmDMYY9uzZw969e29J792JZVnGa6+9tiUh6caNG3zta1/jH/yDf8B3f/d339F3fpbtnjmBwWDAK6+8wsMPP1wzqbTWZFl2y8888XCbl99YoTSOw/tikkaMKUtPvrGWQSH4YTo+fywCkCfE2NJgrcL0lxGV1Lm7MQYTdm0ID6lztFKP0icaegP/+8kxYaX0A0mnx2BuZQgOjpq1jkPTlmuroScZoRFbBqWr0XWxJU4iQHm1n/C/vBSagQUYhaBIgKzwi8y5SuvA5+M3l2Bm3DMeqzFmK/kEzQaA80w9W2BMBLGvkFQlwyRyLHcdaRT5FKn0zUHWVZOWhNwMdQd9Wi/0C0Ghqo5hrwvg/H3JQyWiojnjKmxiBLiUoDVg/QHmezGJLinLgjgdI44NogK/+xbWarU4duwYx44doygK5ufn67RhcnKSvXv33lbakOc5r7/+Oo888simDmBubo6vfe1r/PzP/zxf/epXd/Qdnze7Z04gTVOeffbZNeWTKIro9Xqbfi5JPPV032zCwf1NvvX68hpmnlIw3tLoSHP9hi8Frna8hHUzdWhpcP36IlGjQVla8tzUmvHWOFzkavCvEXtef3dg0QqefSzlwh9ApBwH91nmltc+pM5XBLEWTh6wLPRtvRjaqcM5y1JfgzOc2Ftwbs7fXhUcQE0CEq9ZUOXylaDIeFqGMp8vN5Yl9DLfILVv0tIUy40lVacYHhOBSOth6dJ4B9LQBasrPaybxIqmKB3GQjP2PQYA3UKTGx3AQyE31bJUlFbXTqCXaSIFkfZOwFn81CTnF7h1tlYltijS2Kc8FQ07L0FT0Gi0636FSN86LVxv1TzAKm1YXl5eox2w3bQhz3Nee+01Tp48uakU2OLiIl/72tf42Z/9WX7gB35g2+f5ebV72kq8vn661TxCgJmpmKXlgunJiD/64ji/+TtzVFLqKtS7jh9OsChWljPyHvR6BaDYOxUzt1gw6OeMNRoM+oWfjedCSbA0uNhjBlWdutOzDDKF1sJEy4fHWkMzEVqp1P0BKlB+W6kDUUyPOx4/VPDB9ZjcwJ4xS5F1gWmSSHj6qOOj+UATtp6yoANQp8VHIYXxk4/GUh/ddAe+Ky/RHrzMSh/UD3Lf818aqWct4hyRcmROUFooS6krCQArK1208qVT6zSSetyhcjLGCJ1BRFENYHX+XDwkKrhQEQChm0X0C2GqbevuyZW+ItaO1UEExjLRCqDrSFRgHeSDDlpazIwnrPSFscYGQMsOn6vp6el6F99u2jDqADZrSlpeXuZrX/saf/Nv/k1+6Id+6I7O9fNi96xEuJNRZKN2cG/KjfmMqUnNA4caPPpgC2cNsY+sOfFAwnefGuPkAwkzk8rn50HvL88tzXQYpva7/ZFc1WGKasi3Y3GlYGm5x9ySD3e1gsm2/63Sijhy7J0aTi9uhU0miXx5cKoFDx+w7Bnzx+8vfYQqFwFoJtBKoZkMy4R56eXJIu3P1SsTOVa7/jsi5egMhEHmRUWchUEexD5KRzfzeEKFAVRl0SEjwWMJZUDnk7TNxORUEAoRyrIADL08MBMFupliEJxCaXyHobFClsPc6nAqsXXCSl8NS5YOLi42yApFM7J0M81yP8La0CZd9Uc4Rz7o0kyEPWOeal3dk7tlVdrw/PPP89xzz9Fut7lw4QLf/OY3efvtt7l58yb9fp/XX3+dhx56aFMHsLq6yo/8yI/wV//qX+VP/ak/dVfP87NsnxpteCPzHYaWJILDBxqICD/0x2bYMx3z5/7rvYgofuh7J/nKs20eOtynEfcYa2ucg0P7Y5SCJA47Xbm2QchZB86SxvDikzEPHUnJjW8RnmhkKEoW5z5mvOnfk5fCgwdczQWYCqzmRuyYajuiCMaaMDvu1XfaUZ+nHvbKN3FY6OONoLhjg1CHwNE9XnYzCd2KWe6XWqR8G3Jh/IJ0zouoepNAQKJK3AOOAIOBdyYeeJOaPWjDNCMvnwZRHBN7iWAwPUxpGGQe5MsLR156QlJpYDXzFYMq7aiIS1UU4AKr8saKZrGrKA2IEgobypa1EzAcObiXNII9bYdWQuMeQtFV2vDUU0/xh/7QH+LgwYPMz8/z+7//+zjnGAwGNQdjvXW7Xb7+9a/zF/7CX+BHf/RH791JfgbtnjqB9dFAFEW3dAKj0tDjYxEPHfOpxKkvjXP06Bg/9H172TcT88ABzUcffQTFFR46PsP0lF/I+/fEGDNc9TqiFgIFGCwvc/xQzA/9kZSHDmu+8lRMNxALTz3R5LFjEZFWTCRLrCxe49rcKif2dogjv3sfmPbHTmLh0HQlJlFw89rHNOOCRx55mMmWQ4V8H2CsYYmUY7UrnLsi9HqO4/u8LGcz8YrFWvtUQCnH7LilkYBWvl13tOGyGi7VTP2xlTgGucc08hISZej0K3qgBwernduzCIVm4u/HRLuJKO07Ix0Mcsf8sqEovc5AL2gpmPr7Zfgf51urXXihNF5HEDwXobSwstrFOogjRTN1pLH1mgFS9Tbce1NKMTY2xsrKCs888wxPP/00xhjOnDnDSy+9xNmzZ1lZWcE5R7/f58d+7Mf403/6T/Nn/syfuS/n91my+x4JbIQJjCq1iAildczOeCpmHAl/8vtnAXjmiRbz173q8LPPPsvMVMze2ZhGM+Lo4ZTDB1IOzHrJqBeeavPjf3yMn/nfzPpctcj57udTHjniw/kvPRyhNSQxfPkRxbGDEQ888ADPPTbDiQdmiSPNtUtnmU0uMd4YMJ50EXxV4ZFDhsFgwKuvvsrBfZPMjPvtTSuYaLq69NVMHGMNS2FgtadYWIUH9vgVM970GEA7dSTaF+9eeLCgETvGUks7dSOL0BOVBMd4yKlFPOCmRLwOerniNQ0CE7GbSS2DZoNTGBnOXFcgCG3Cc52EvLC+ulCCFrtGSNWaSljV0R34zznnSGNfWzAWVvs+lSjC9CURSLWPnpR4YLRxnxi2RVHw+uuv18pEt0obvvrVr/Ld3/3dPPLII3z961+/K9998eJFvvd7v5cnnniCJ598kl/8xV8EYGFhge/7vu/j4Ycf5vu+7/tYXFy8K993p/appwOVA6jERkSEqfFoTRTx/NPjFEXBQwcuMz4+xuOPP45SitnpmOOHEp56bIyjh1KeeazN5RsZUxMRf/KPTfLHv3eGP/pCmwN7E2anI/7QUzEzE4oje71zaSTC0f2KA3s0T5zwC/nYfpge07Tbbb70pS/xlaf3sW/S0u/cQDDY/lVWFy7WdeaDeycYbw5X6+y4qUU32gmkkaUICzOJPV4Qab8jKvGLOo4AHFMtSzNxrA486j9aQlMK2ompR6cr8YCAUo4i7zMxPlbv+hVAWJTD2r2nUvufB4Wv7dvwAWOhN1DoKA79Cw5nDYNqqIstyUsvyirAwmp42frzqJiJ2SD3jjwaqys6SeS7IkU8npJG9z4SqLQJjx07tqHQR5U2PPLII8zOzvLH/tgfo91u8+M//uN35fujKOIf/aN/xNtvv803v/lNfumXfom3336bX/iFX+CrX/0qH3zwAV/96lf5hV/4hbvyfXdq95QsNKTgelsvPjqq+T7KJNwzvVYAMhuEFs/HHmTfvn316w8dTTh2KGZ2JuLmfMHkeMS/+90F/qsfmOXA7HDL+S+ea5GXw/Rkz0Qo6zWEZsO/tm/Gv7ZvyuvmX130rz+wT9HJUvZPHeP0NcWhmZKzZ88SxzEXL15kYqaknQzPae+4ZW61Or4l1cL1cKxHDvlr1+IxAa18RFBhCM0EJpqWfjZkPVYWabi8oDg87TEJrUCwPs9utUIX4nDaka8kSLhmXx3ph3Q4D8GYq2r8tpqd4DDGi5hGkaI3ANdwWFMACSsrHdpjDbJC06Qax+a9TlEK4kpEmqxm1O3KSUTAIiDR3iHcSyvLktdee42jR4+ueVbWW1EU/ORP/iTf8z3fw1//63/9rjYuVWpFAOPj4zz++ONcvnyZb3zjG/zu7/4uAD/xEz/B93zP9/D3//7fv2vfe7t2X0VFqhs9mv9Xu/+oqZG4dXFxkXfffZcnn3zyEy2eh/cn9WfHWv5SJscj/vj/aoZmY0gi+cHvHuf6XMF6mxwX2o213y3iiULVKYnAgwf8ooukIFu9zB/+w3+YJElYXV3l+vUb3Li5yGvzHfbt28fU1D6We15Bd7zhmGw5jBUOTFueO+EdnlZ+h4y0dwKthHq33Dthubms+NKxkv/fe0Nn2Igd0y3HWNOSFUKnl6Gc0Gw0KAauXthDgQQYBl1CUcBSoWg0/OuReCn03ghOFnhZtSMpSojV/7+9c4+Oqjz3/2fPNTOZ3DOTEBIgJAQBuQW5iDcKIh6EJBwVVFY5ivZg26N12VJvXaecs4p4PJ4e6rKr9rcKla7lpSYRsEQpiFJt5UBFIARCgJqQQJKZ3O/JzOz9/v7YmU0iIRfIjWR/1mIt2DPMfueyv/t9n/d5vg80KGp8xh5sb1+2qc9XBPja/LS0+rEagwkKsqqdmv3tVdxS+4yrPQ5gHgQB6I07sd/v53vf+x5z5szpdwH4NkVFRRw7doz58+fjdrs1cYiNjcXtdg/YefvCkBiNdicAHSktLeXixYvMnj27y0SQrv5vTJS5kwAABNsMTEywXvHc6DADwV30prBbIajDVpbVLLhw4QI2QxjzbpmNyaR+bKGhoYSGhjJuAsi+ZjweDwWnj9MsorigGHE6XUSHBiNJgrGRiiYsZqO6BDAZBaF2gd1Ke4INxIQqnDcJxjtl8i8pVDcacIXKGA0QG64QYlO4VF+HEDbCQoKQFUGbHwy+y5+FJKmzi2avQVtm+WQJ2SewWNT0bIsZQGpPIb68jRrAZhFU1aljbfMHYh4G6psDJcrthqxNrfj9RqxIIHvxKnYkSTU40V6rfVJmMQ7cUiAgAPHx8d0KgCzL/OAHP2DKlCm8+OKLAyoAjY2N3H///WzduvWKG1hPv/3BZMCXAx0JJO2UlZXhdDq1i+nbBNpONzU1MWfOnD6lhsbFdO0l3xWxUVf/EsLtl8dSUFCAoijMmTpeLV/+FlYzYLYzYcIEJkyYQHNLG9VVFZw5k0+LVybINA+7qU2tb5Ak7FZ1JmA2QrhdYDELLO07GcFWNbgYbIXx0TJxETKnL5lxhvmJCfNTeukCQaZQTCYbsixo8YHdcjmiL1Cn32o+gsDX7kNgMQpKqyUiQ2VaOpQ6q+dUm7QoHXYBVDclRbVQa892EoqgyWtAoCYqCUUgmSxYjOpnLntbEUY7RsPlmIX6+bSPYYB+bbIsaw1Kuut4LcsyTz/9NPHx8WzatGlAL0Kfz8f999/P2rVrtZyDmJgYysrKGDNmDGVlZd0uVwaTQQsMBgKA06ZNo7Gxka+++ooTJ05QVlaGz3d5qi7LMidPnkQIwYwZM/qcG54wtvcVZ/EuIyHBXX8EESHqeHNzczGbzUyZMoWbEnr3o7HbrMTHx5Oamsq8ObMICZJprlUNK8+ePQtyI2ajutMQGSIICYKw9uCiJKl3fIA5E/2kJqrzfJtZpupiLs5QiQnxUUiSere2mgWJMYpW7OQM8at1EUZBbJiCpb3zsaU9IFdZB21eScscBLBb1BJpqYObktmoOha1tl0em19WLdkUBXze1nYPF7NmdBoWFqIZqthMLbS1tXL06FFKSoppaWnRxtCfyLLM8ePHiYuLu2qHIlBnnz/+8Y+JiIjg5ZdfHlABEELw+OOPM2XKFJ599lnteFpaGjt27ABgx44dpKenD9gY+oLUVYFMB67rW/P7/VrkP7A1GAgACiFoamrC7XZTWVmJxWIhMjKS8vJy4uPjtZ5zfaW+wU9oSO9uOc2tCiXlCpMnXPn8xmYv+adOEBcXd81jCbD/hIk7pvgxG2Wqq6s5W9KC3FJBoyGReZMUIiMj8foMBLWvWLz+znfNt/9qxWk8x83jTcTFxVHVIJFbYsZulvHJErff5Oetg1Z8fomlM738w23C64cZCX5K6wycKbUQbpc5f1G90O1BBgzGdtcjINrhp7LRQFyETGmNGUkSjI+WOfEPQbhDwhkOda1m7CYvVY0GvF418cpiMWIxqt4DwcFGooLaaPCa8AkDMxO8XKg08Z3Jao/AiooK/IqR6MiQfqsGDMwAYmNjuzWpURSF559/HoDXX399wC3M/vrXv3LHHXcwffp07Vwvv/wy8+fPZ/Xq1RQXFzN+/Hjef//9QA3DkK4LBjwm0HH/v+OXLkkSDocDh8NBUlISFRUVnD59GrPZTHl5OYqi4HK5ruhA1BO9FQAAe5CBxC6u7+bmZvJyc0lOTiY6OrpP5++K2HA1CQiM6jLILmG3JHCqqJWqqmLOnTtHcHAwLpdLbY/VYZnU1taGQW4jLi6cuDh1Xalaq6vbbdb29fYEl8L5UiPxkQo+v0xVo8SYCIXYCIVL1aZObsWxEQrltZ1NRcKD1ZlDaU3Aw0E93tgKEe0BxrpGcbkFm8+AJKn5DXKH17GZQfEJEqJkympN2Gw2rSVYm9dHTXUVRUVFNDU1ERERgdPpJCIios8XZkAAYmJiehSAn//853i9Xt58881B8TC8/fbbu6w+BThw4MCAn7+vDKgIvP3220ycOJFZs2Z1++EHKsJuueUWgoODaWlpoaKigpMnTwLgdDpxuVxX7TB7PVjMncdVV1fH6dOnu9yNuFYmuDr3WnBYVWPTOKed2PDJCCFoaGigoqKCCxcuYLFYcDqdOBwOzpw5gyt8HnGuIAITsyCzWrVoMUvY2nsw2C0KBoNao58cKxPZKGlWZmajCBT6E2rvnIRE+6tGOFRBMbQvCdSMv3a/hjYBBkFtI9jtlx2afT7VZl3LLRDgsCkYTQYcVjrlTwBYLZ2rATvaeAdEMCoqqkfPvo4C0N0sTQjB5s2bqaqqYtu2bTdsh6CBZkBFIDQ0lNdff52CggIWL15Menp6p/ZiQghKSkqoqKggNTVVaxDZ6e7R1obH4+H06dPIsozT6SQmJmZAHF4rKiq0Hgj9KTgh33qpwFZZuD2Q/SdpOw1JSUk0NzdTUlJCQUEBwcHBmGnEoFiAy/GO6BDVYSiQQWhrTz5SXw8iHZfvRN72rT6AaQkyl2rU7sAdiY9Uc4yDrULdVVAU4iIFl6qNXKoQjHW2tfsZAELNZ2hoUVOGhSShyGrNRYhNECLJGAyXYwldYTAYiIqKIioqikCPQI/HQ3FxMUajOmNyOp1XfA+KopCbm4vL5epRAF599VWKi4vZsWPHkPgX3igMqAisWrWKVatW0dLSwt69e/nd737HU089xV133cV9993Hnj17eOihh0hNTb2qSlutVhISEkhISMDr9VJRUUFBQQFer5fo6GhiYmIIDg6+7vXlxYsXKS8vJzU1ddDcY4OuspHh9XqpqalhwYIFmEwmzlxo5Jvz5/H5fERHR+NyuQizh9DUamjf6lMTjTqW6Hf8OIQCtiB1JpAYo1Ba2/mCCA8WxEXIVNWre/rNPqipF9isaKnFFpO6rdvaApLBgOxXkCST2rKt3VslOEgQESyIClEvfmfo1UWgIx17BCYlJdHS0tKptXh0dDROp5Pg4GByc3OJjo4mPj7+qq8nhOBXv/oVp0+f5p133rnqLpSOyqB8OjabTROEtrY2du3axYYNG3C5XHi9XhobG7ntttt6vPgsFgtjx45l7Nix+Hw+zY+upaWFqKgoYtqbV/RFEIQQfPPNNzQ2NjJ79uwhv2ME3tOsWbO03IhpSVZMxijNYaewsJCGplasjhgsY0IJCQrHZhWd7Lo6YjEJIh0KYCDCoWYcVjaoCUiKELjCFEJt0NCiFi8JISitgnEutaGrJIHfb9DqCiRJASNIJnUWIBEIOAriIoQmbhH2a4sr22w2TfgD77moqIjKykpCQkKw29UuyF3dOIQQ/OY3v+HIkSO8//77N7wd+GAw6BJptVo5deoUW7duZeXKlXz22WdkZ2ezceNG5s2bR0ZGBnfddddVe8cHMJvNWnqmLMtUVlZq3WUjIyOJiYkhLCysW0FQFIX8/HxMJhMzZswY8uSNsrIyLTmq4/sPXNwdHXZkWabMXYunvJR/nDuDye4EJaXLi8NqVu/2douatjsmQuF8OSREy4TbBeF2deZgM6sCoMhqhWN9XSNChBNkudzePeAY5FUMWCXVdNWA2uA1JKjz7KY/luBmsxmXy4Xb7SYpKQmHw9EpjhBwFTKbzQgh2LZtGwcPHiQ7O7vH35COyoBuEfYFv9/PF198QWZmJn/5y1+YPXs2GRkZLF68uE9us7KsbsN5PB7q6+uJiIhoT+cN73Rx+P1+cnNziYqKGhbNJAOxkRkzZvR6+qpZhQtBZXUt+0+GkGj9e6edBpPJxBf5JmYn+sn5ysya233ICuw8bOW2m9q4WGUk1CaYPFah1QsffW3G5/VSUGIkwSnT0GomJV6hsExQVX95h8doUC/4Vi8YjOAMk0ib7yeqn7uIKYrCyZMnCQ8P7/Q9dYwjVFVV8Yc//IG2tjZKSkrYt29fvzkUr1+/nj179uByucjLywPUasA1a9ZQVFTEhAkTeP/996+3geqQ3n2GjQh0RJZlvvzyS7Kysvj000+ZOnUqGRkZLF26tE8BwUAE2u12U1dXR1hYGC6Xi+DgYE6ePMm4ceO6zTAbDALLkaamJm6++ebrimD/+biJe2b6tIujsrISs9lMvTGFeSlmjhbauWOquqHX4lV3GUqrVW/BRJca3X/3cwP1dbV4GsKZOl6dhaQvUNi+T6K0StLqOqxmQWgwlFeBwy4RYoNH75b7tT5AURTy8vIIDQ1lwoQJ3T7317/+NX/84x8JDw+nsbGRAwcOXLW/ZV/4/PPPcTgcrFu3ThOBn/70p0RGRvL888/zyiuvUFNTc72FQLoIdIeiKPz9738nMzOT/fv3k5ycTFpaGvfee2+fmlcKIaitreXixYt4PB4iIiKIj48nKipqyOIAHVOSp0yZct3Lkf87a2JBSme/hubmZgou1ONvLKHJZ2dCnDpLCIipokBtk+poXF9fzx//ZmVMpJGvz1uYf5PglkmCqFDY9SXkXbjcJizE4sVgMtHqhZBg1cxkw/LeBQJ7Q0AAQkJCSExM7Pa5mZmZbN++nZycHBwOB42NjTgcjn4bS1FREStWrNBEYPLkyRw8eFBL/120aBEFBQXXc4qRnSx0vRgMBubPn8/8+fNRFIXjx4+TlZXF1q1bSUhIIC0tjeXLl/fY1Sjw421qamLevHkoioLH4+Gbb77Bbrd3mj4PBoqicOrUKWw2G0lJSf0SjwgLvvIitNvtzJxsx2CIpa2tjYqKCs6cOdNppyHC4aC2to4zZ85gC1rIOKfC1+chOAii2lMlHN/a5mxpaiM03EhMRPvMoB+X30IITp061SsB2LVrF7/73e/Ys2ePduH3pwB0xXCtBrxWhr0IdMRgMJCamkpqaiqbN28mLy+PrKws0tLSiI6OJiMjg/vuu69LM0m3282FCxc6Rd3DwsJITk6msbERt9tNUVERQUFBuFwunE7ngEWWAzUJkZGR/RqPiHJ0fScOrDCsVrWmIT4+Hr/fT2VlJYWFhdTX1+P3+5kyZQrVJWjpyx0v/DnJcLjgslBV1fiJjJAJC1ZnAxP6qRYmIADBwcE9CkBOTg5vvPEGOTk53fYRHEiGUzXgtXJDiUBHJEli+vTpTJ8+nU2bNlFQUEBWVhYPPPAAoaGhpKWlsXLlSpxOJ4cPH8ZisZCamnrFnb7jHnVycrJWz3Ds2DFMJhMulwuXy9VvkWafz8eJE2pNQm+asvaFyD7cAE0mE7GxsZjNZpqbm0lKSqKqqgoaqqggCEjGYb3cICQsWC2vbvWq/RZr62Sam32E2k0IAaHXuB3YESEEp0+fxmazMXHixG6fu2/fPl577TU++uij6w3K9ZnhWg14rQz7mEBfCZQhZ2dns2vXLurq6oiLi+M3v/kNcXFxfVLt5mbVI6CiogKDwaClL19r5DnQ/y4xMXFY/HAqKiooLCxk1qxZmsgJISh11/HWZ+HMH3sCV7ikLZW8sont+wwYEBw7Xo0rysQD94TgqZOYnghxkdf+cwkIgNVq7XF59Nlnn7Fp0yZycnIG5XP8dkxg48aNREVFaYHB6upqXn311es5hR4YHAiEEKxdu5bIyEgSExPZvXs3iqKwcuVKMjIyiI+P75MgtLa24vF48Hg8CCG09OXephc3NzeTm5tLSkpKt91vBgu3201xcTGzZs26YtkjBLzxocS/LlfwtnbeafhH/U3UNgVx5Os6AJ5/PIySSiPTJwgtftBXhBDk5+djNptJTk7u9nv54osvePHFF8nJyRmUnZ2HH36YgwcPUllZSUxMDP/xH/9BRkbG1aoBrxVdBAaKvLw8br75ZgDNzCQ7O5udO3fS0tLCfffdR3p6OhMnTuyTIHi9Xk0Q/H6/NkO42pZUQ0MDeXl5/VqUdD2UlZVx6dIlZs2addVA6LufSTz8nc5ff3NzM3/Pb+boORP559THXnzUTKPfQWLslcHD3iCE4MyZM5hMph4F4NChQ/zkJz9hz549113ePczQRWAo8Hg87Ny5kw8++IDq6mqWL19ORkYGKSkpfRIEn89HRUUFbrebtrY2TRAcDgeSJFFbW0t+fj4zZszol33r6+XSpUuUl5czc+bMbndCPjsB35l55fHGVngrx8uJ000AfO/eCzS2wtjYUOJindr77g0BATAajUyaNKnb//fVV1/x9NNP8+GHHzJu3Lhevf4NhC4CQ01VVRW7d+8mOzub8vJyli1bxqpVqzRr894SiLh7PB6am5ux2Ww0NTUxe/bsASmD7islJSVUVlb2yrHpTAnclND1Y6/+oZFzF3zYrBKv/zS80/tuamoiMjJSy9K82oUdyJGQJKlH4T1+/Djf//732blzZ48BwxsUXQSGE7W1tfzpT3/igw8+oLCwkKVLl5KRkcHMmTP7JAiXLl2iqKgIh8NBc3Nzry6MgaSoqIja2lpmzJjRq/fR2AyOqyRnbt/dxImzPiLDDPz8XzsvbxRF0dK26+rqCA0NxeVydWojLoTg7NmzCCGYPHlyt59HXl4eTzzxBFlZWaSkpPT+Dd9Y6CIwXGloaCAnJ4fs7GwKCgpYsmQJ6enp3HLLLd1eSMXFxdod12QyaReG2+2mvr6e8PBwNUnnGhx1roVAleT1piUH+ORwK0fzvUyIM7HmnquncQshqKur0/L7AwU/dXVqULEnAcjPz+exxx7jvffeY+rUqdc97mGMLgI3AgFPhKysLHJzc7nrrrtIT09nwYIFne5wPdUBKIpCbW0tbreb2tpa7U4ZFRXV74IQ2C5tbW1l2rRp/TYDOVvs46/HvNw6w8KUxN4lVAUKfs6cOUNzczMhISFaUlZXFnJnz55l3bp1vP3220yfPr1fxj2MGXkisHHjRv70pz9hsVhISkri97//vZbWu2XLFrZt24bRaOT1119n2bJl13KKIaW1tZX9+/eTlZXF0aNHWbhwIWlpaeTk5LBmzRrmzp3bqwsucKd0u91UV1fjcDi0PfnrrWcITLllWe6XuoSOtHoFnx5p5Z5bgzo1fe1pPOfbjVGmTJmibblWVFRoW66BmobCwkIeeeQR3nrrLWbPnt1v4/42e/fu5Uc/+hGyLPPEE09oZqRDwMgTgX379rF48WJMJhPPPfccAP/1X//F6dOnefjhhzly5AilpaXcfffdnD17dsiNPK4Hr9fL/v37eeaZZ7Db7aSmprJq1SruvPPOPmUZCiGor6/Xps42m027U/a1niEQdZckqccp97VSUu4nIba3Jc/qjKStrY2pU6deMZ6AY9SJEyd46aWX8Pl8/Od//idr164dsPiJLMukpKSwf/9+4uPjmTt3Lu++++5QLTuGVAQGZEF6zz33aD/cBQsWcPHiRQB2797NQw89hNVqJTExkeTkZI4cOTIQQxg0LBYL58+f54c//CFHjx7lu9/9Lh9//DG33347GzZs4OOPP6a1tbXH15EkibCwMCZNmsT8+fM1r8GjR49y7NgxSktLO/VnuBqBzDuTyTRgAgD0WgBAjUlcTQDgsmPUzJkzCQkJ4dFHHyUnJ4eNGzf255A7ceTIEZKTk5k4cSIWi4WHHnqI3bt3D9j5hjMDXjuwfft21qxZA6gR8wULFmiPxcfHc+nSpYEewoDz9NNPaz/uxYsXs3jxYmRZ5m9/+xvZ2dls2rSJadOmkZGRwd13392jJ8K37dibmprweDyd6hm6WksHKhPtdnufE6AGim+++YaWlpYeYxLl5eWsWbOGrVu3cueddw74uC5dukRCwuU90Pj4eA4fPjzg5x2OXLMI3H333ZSXl19xfPPmzVpnlc2bN2MymVi7du21j/AGoKsft9Fo5M477+TOO+9EURSOHDlCVlYWW7ZsITk5mYyMDJYtW9arstdARV1iYiItLS14PB5yc3ORJKlTgdPJkycJCwvr0YBjsCgsLNSCpN0JgMfj4cEHH+S///u/B0UAdDpzzSLwySefdPv4W2+9xZ49ezhw4ID2Axg7diwlJSXacy5evDjS0j+7xGAwsGDBAhYsWKB5ImRmZvLLX/6ScePGaZ4IvSmHtdlsjB8/nvHjx2t27Hl5eTQ0NGhbj8OBwsJCGhoaehSAyspKHnzwQTZv3sySJUsGbXyj9bfYFQMSGNy7dy/PPvssf/nLX3A6ndrxU6dO8cgjj2iBwSVLlnDu3LkbOjB4PQghyMvLIzMzk48++gin00l6ejorVqzodUFKoBFHZGQkZrMZt9uNz+frlL482BQVFVFfX99jXkJNTQ3//M//zM9+9jNWrlw5iCNUsztTUlI4cOAAY8eOZe7cubzzzjtMmzZtUMfRzsjbHUhOTqatrU0z91iwYAFvvvkmoC4Rtm/fjslkYuvWrfzTP/3TtZxixBGI6GdlZbFnzx7CwsJIS0tjxYoVOJ3OLu+mgXbc3/YmCNixu91uWltbNQeh/uj/1xMXLlygtra2Ux++rqirq+P+++/nJz/5ida1d7D56KOPeOaZZ5BlmfXr1/PSSy8NyTgYiSKgc3109ETYvXs3VquVlStXkp6eTmxsLJIk4fP5OH78OAkJCd2W1Pr9fqqqqnC73TQ1NREVFaU2L+nBjv1aKC4upqampkcBaGho4IEHHuDf/u3ftKDxKEcXgWslMzOTTZs2kZ+fz5EjR7jlllu0x0ZCUhKoglBcXKyVQAMsWbKEffv2sX379j5V1AXs2N1uNw0NDZode0RExHULQnFxMdXV1T3WJjQ1NbF69WrWr1/Pd7/73es65whCF4FrJT8/H4PBwIYNG3jttdc0ERiJSUmgCkJubi5paWmMHz8en8/HihUrSE9PJzExsU8Xcld27DExMddUzxCoTuypyKqlpYXVq1ezdu1a1q9f36dzjHB0t+FrZcqUKV0ev1pS0q233jrII+xfJEni0KFD/P73v+c73/mO5onw7LPPUltby/Lly0lPT++VJ8K3G4LW1NTg8Xg4e/YsISEhxMTEdKr8uxoXL17slQC0traydu1aHnzwQR577LFrev86A8MNLQJXY6QmJQE8+eST2t9jYmJ48sknefLJJ6mqqmLXrl387Gc/w+12d/JE6EkQJEkiMjKSyMjITpV/58+fJzg4mJiYmC7rGQI9HHoSAK/Xy7p161i+fDkbNmwYFklMOpcZ9iLQm6QkHYiKiuLxxx/n8ccfp7a2lg8//JBf/OIXXLhwQfNE6I2XgCRJhIeHEx4ejhCChoYGPB4PhYWFBAUFaYIQsFebOXNmt7MFn8/HY489xqJFi3jqqad0ARiGDHsR6CkpqStGeyJIeHg469atY926dZonwv/+7/9y9uxZzRNhzpw5vRKE0NBQQkNDtf4MHo+Hw4cP4/f7SUpKQpblq4qA3+/niSeeYO7cufz4xz/WBWCYMvCOFkNAWloa7733Hm1tbRQWFnLu3DnmzZs31MMaEkJCQnjooYfIzMzk0KFD3Hbbbfz2t79l4cKFPPfcc3z55ZfIstyr13I4HNhsNmw2G3PmzEGWZY4fP87Ro0cpKSmhra1Ne64sy3z/+99n6tSpvPDCCwMiAJmZmUybNg2DwcBXX33V6bFAevbkyZP585//3O/nHknc0LsDO3fu5KmnnqKiooLw8HBmzZqlfeF6UlL3dPRE+Prrr1m4cCGrVq1i4cKFVy1dLisro7S0lFmzZnW6+3e0Y6+pqeHLL7+kpKSE8ePH8/LLLw/YDGAE7Q7pW4Q6Q4vX6+XTTz8lOzubQ4cOMX/+fDIyMrjjjjs0T4Ty8nIuXrzYrU05qMVAP/rRjzh58iSxsbE88cQTA74duGjRok4isGXLFgBeeOEFAJYtW8amTZuG8+6QvkV4IzCMXGj6HYvFwr333su9996L3+/n888/JzMzkxdeeIHU1FRiYmJoaGjg1Vdf7VYAFEXhtddeIyEhgZ07d1JbW0tRUdHgvZF2RvLu0ECgi0AvkGWZH/7wh51caNLS0kak+aXJZOrkibBlyxZ++9vfEh0dzYYNG0hPT+/SE0FRFP793/8dr9fLm2++icFg0LYdrwd9d2jg0UWgF3R0oQE0F5qRKAIdCRin5uXlERISwpEjR8jMzGTLli1MmjSJjIwM7rnnHoKDg/nFL35BdXU127Zt61fDVH13aODRRaAXjFYXGpPJxPbt27V/d/REOHbsGJmZmfzP//wPXq+XlJQUsrKyhkXwLS0tjUceeYRnn32W0tLSUb071Bt0EdDpMwaDgTlz5jBnzhxefvll9uzZw+LFiwddADruDt13333a7tC0adNYvXo1U6dOxWQy8etf/3pYiNNwRd8d6AWHDh1i06ZN2vbjt6PPOjrXychzGx5pzJ07l3PnzlFYWIjX6+W9994jLS1tqIelo9Mv6MuBXmAymXjjjTdYtmyZ5kIzRDZUOjr9jr4c0NEZevTlwGhn/fr1uFwubr75Zu1YdXU1S5cuZdKkSSxdupSampohHKHOSEYXgWHAo48+yt69ezsde+WVVzQ35iVLlvDKK68M0eh0Rjr6cmCYUFRUxIoVK8jLywPUtt0HDx5kzJgxlJWVsWjRIgoKCoZ4lDoDhL4c0LkSt9vNmDFjAIiNjcXtdg/xiHRGKroI3ABIkjSiDTk2btzITTfdxIwZM1i1ahW1tbXaY7ovwMCji8AwJSYmhrKyMkCt4x8u7cUGgqVLl5KXl0dubi4pKSlaMtbp06d57733OHXqFHv37uUHP/hBrw1QdHqPLgLDlLS0NHbs2AHAjh07RnTF3GhqZT8c0UVgGPDwww9z6623UlBQQHx8PNu2beP5559n//79TJo0iU8++WRE+Rd0x/bt2zUXqK4Kt3RfgP5HzxgcBrz77rtdHj9w4MAgj2Tg0FvZD1962iLUGYFIkpQA/AGIQd0G/n9CiF9JkhQJ/BGYABQBq4UQg5KlJEnSo8AGYIkQorn92AsAQogt7f/+M7BJCHFoMMY0WtBFYBQiSdIYYIwQ4mtJkkKAo0AG8ChQLYR4RZKk54EIIcRzgzCee4FfAncJISo6HJ8GvAPMA+KAA8AkIYQeHexHdBHQQZKk3cAb7X8WCSHK2oXioBBi8iCc/zxgBaraD/2fEOLJ9sdeAtYDfuAZIcTHAz2e0YYuAqMcSZImAJ8DNwPFQojw9uMSUBP4t87IRd8dGMVIkuQAslHvsPUdHxPq3UG/Q4wCdBEYpUiSZEYVgLeFEB+0H3a3LwMCcQPPUI1PZ/DQRWAU0j7V3wbkCyF+2eGhD4F/af/7vwC7B3tsOoOPHhMYhUiSdDvwBXASUNoPvwgcBt4HxgEXULcIq4dkkDqDhi4COjqjHH05oKMzytFFQEdnlKOLgI7OKEcXAR2dUY4uAjo6oxxdBHR0Rjm6COjojHJ0EdDRGeX8f5ehgwSMdz8uAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the surface as a 3D scatter plot\n",
    "fig = plt.figure()\n",
    "ax = fig.gca(projection=\"3d\")\n",
    "\n",
    "surf = ax.plot_surface(X, Y, Z, cmap=cm.coolwarm)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Follow gradient ascent\n",
    "\n",
    "Once we understand the shape of the parametric surface it is easier to visualize the gradient ascent algorithm. We see that there is some roughness to the surface, but it has a clear slope upwards. We want to maximize the mutual information between the two images in order to optimize registration. The results of gradient ascent optimization can be superimposed onto the `matplotlib` plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "transform = TransformType.New()\n",
    "interpolator = InterpolatorType.New()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "metric = MetricType.New()\n",
    "\n",
    "metric.SetNumberOfSpatialSamples(100)\n",
    "metric.SetFixedImageStandardDeviation(5.0)\n",
    "metric.SetMovingImageStandardDeviation(5.0)\n",
    "\n",
    "metric.ReinitializeSeed(121212)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "n_iterations = 200\n",
    "\n",
    "optimizer = itk.GradientDescentOptimizer.New()\n",
    "\n",
    "optimizer.SetLearningRate(1.0)\n",
    "optimizer.SetNumberOfIterations(n_iterations)\n",
    "optimizer.MaximizeOn()\n",
    "\n",
    "# Set scales so that the optimizer can take\n",
    "# large steps along translation parameters,\n",
    "# moderate steps along rotational parameters, and\n",
    "# small steps along scale parameters\n",
    "optimizer.SetScales([100, 0.5, 0.5, 100, 0.0001, 0.0001])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "descent_data = dict()\n",
    "descent_data[0] = (1, 0, 0, 1, 0, 0)\n",
    "\n",
    "\n",
    "def log_iteration():\n",
    "    descent_data[optimizer.GetCurrentIteration() + 1] = tuple(optimizer.GetCurrentPosition())\n",
    "\n",
    "\n",
    "optimizer.AddObserver(itk.IterationEvent(), log_iteration)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "registrar = RegistrationType.New()\n",
    "registrar.SetFixedImage(fixed_smoothed_image)\n",
    "registrar.SetMovingImage(moving_smoothed_image)\n",
    "registrar.SetTransform(transform)\n",
    "registrar.SetInterpolator(interpolator)\n",
    "registrar.SetMetric(metric)\n",
    "registrar.SetOptimizer(optimizer)\n",
    "\n",
    "registrar.SetFixedImageRegion(fixed_image.GetBufferedRegion())\n",
    "registrar.SetInitialTransformParameters(transform.GetParameters())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "registrar.Update()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Its: 200\n",
      "Final Value: 0.0007345867979511311\n",
      "Final Position: [1.0029839517261592, -0.010245644582257242, -0.01641632700222059, 1.0032415646265085, 13.10655567089651, 12.761316915069711]\n"
     ]
    }
   ],
   "source": [
    "print(f\"Its: {optimizer.GetCurrentIteration()}\")\n",
    "print(f\"Final Value: {optimizer.GetValue()}\")\n",
    "print(f\"Final Position: {list(registrar.GetLastTransformParameters())}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
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       "  12.761316915069711)}"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "descent_data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_vals = [descent_data[i][X_INDEX] for i in range(0, n_iterations)]\n",
    "y_vals = [descent_data[i][Y_INDEX] for i in range(0, n_iterations)]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see in the plot that the metric generally improves as transformation parameters are updated with each iteration, but the final position may not align with the maximum position on the plot. This is one case in which it is difficult to visualize gradient ascent over a hyperdimensional space, where the optimizer is stepping through six parameter dimensions but the 2D plot we collected with `ExhaustiveOptimizer` represents a 'slice' in space with x\\[0:4\\] fixed at (1,0,0,1). Here it may be more useful to directly compare the two images after registration to evaluate fitness."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2a56f1a7c70>]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "# Note: We invert the y-axis to represent the image coordinate system\n",
    "plt.gca().invert_yaxis()\n",
    "ax = plt.gca()\n",
    "\n",
    "surf = ax.scatter(X, Y, c=Z, cmap=cm.coolwarm)\n",
    "\n",
    "for i in range(0, n_iterations - 1):\n",
    "    plt.plot(x_vals[i : i + 2], y_vals[i : i + 2], \"wx-\")\n",
    "plt.plot(descent_data[0][X_INDEX], descent_data[0][Y_INDEX], \"bo\")\n",
    "plt.plot(descent_data[n_iterations - 1][X_INDEX], descent_data[n_iterations - 1][Y_INDEX], \"ro\")\n",
    "\n",
    "plt.plot(max_position[X_INDEX], max_position[Y_INDEX], \"k^\")\n",
    "plt.plot(min_position[X_INDEX], min_position[Y_INDEX], \"kv\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Resample the moving image\n",
    "\n",
    "In order to apply the results of gradient ascent we must resample the moving image into the domain of the fixed image. The `TranslationTransform` whose parameters have been selected through gradient ascent is used to dictate how the moving image is sampled from the fixed image domain. We can compare the two images with `itkwidgets` to verify that registration is successful."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "ResampleFilterType = itk.ResampleImageFilter[ImageType, ImageType]\n",
    "resample = ResampleFilterType.New(\n",
    "    Transform=transform,\n",
    "    Input=moving_image,\n",
    "    Size=fixed_image.GetLargestPossibleRegion().GetSize(),\n",
    "    OutputOrigin=fixed_image.GetOrigin(),\n",
    "    OutputSpacing=fixed_image.GetSpacing(),\n",
    "    OutputDirection=fixed_image.GetDirection(),\n",
    "    DefaultPixelValue=100,\n",
    ")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "resample.Update()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ac1b73f1aa0b41e68718a2e4bb04b34b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(Viewer(annotations=False, interpolation=False, rendered_image=<itk.itkImagePython.itkImageF2; p…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "checkerboard(fixed_image, resample.GetOutput())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The image comparison shows that the images were successfully translated to overlap, but were not fully rotated to exactly align. If we were to explore further we could use a different optimizer with the metric, such as the `LBFGSBOptimizer` class, which may be more successful in optimizing over a rough parametric surface. We can also explore different metrics such as the `MattesMutualInformationImageToImageMetricv4` class to take advantage of the ITK v4+ registration framework, in contrast with the `MutualInformationImageToImageMetric` used in this example as part of the v3 framework."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Clean up"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(fixed_image_path)\n",
    "os.remove(moving_image_path)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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 },
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